Pipeline Upgrade: Credible Scholarly Method for Lincoln Metaphor Analysis

Purpose

This document describes an upgraded scholarly analysis pipeline for the lincoln-metaphor-analysis project. The goal is to strengthen the project’s methodology so that its claims are credible, inspectable, and suitable for peer-reviewed scholarship.

The upgraded pipeline is designed to support a disciplined movement from:

corpus construction → metaphor identification → conceptual mapping → discourse analysis → historical corroboration → evidentiary support scoring → publication-ready synthesis

The central methodological principle is that interpretation should be staged. The project should not move directly from Lincoln’s language to large claims about national sacrifice, sacred Union, political violence, or reconciliation. Instead, each claim should pass through a documented chain of evidence:

scholarly claim → support dimension → metaphor cluster → conceptual mapping → metaphor-related lexical units → sentence IDs → document metadata → source text → historical corroboration where claimed

This pipeline keeps interpretive richness while making the research process auditable. It assesses the degree of evidentiary support for Koenigsberg’s Law of Sacrifice and body-politic corollary rather than claiming proof or treating the theory as settled in advance.

Guiding Principles

1. Separate identification from interpretation

The pipeline must distinguish between:

Layer Purpose
MIPVU Identifies metaphor-related lexical units
Conceptual Metaphor Theory Interprets source-target mappings
Corpus-Assisted Discourse Studies Examines distribution, frequency, co-occurrence, register, and chronology
Critical Metaphor Analysis Explains persuasive and ideological function
Rhetorical criticism Interprets occasion, audience, genre, and action
Historical semantics Controls for nineteenth-century meaning
Systematic absence analysis Studies agency, silence, displacement, and exclusion
Koenigsbergian ideological-fantasy analysis Interprets sacrifice, sacred collective objects, enemy as bringer of death, national fantasy, violence, guilt, redemption, and reconciliation
Historical enactment / alignment Corroborates whether textual-symbolic patterns align with established historical practices or outcomes
Evidentiary support scoring Rates degree of support across sacred object, sacrificial body, enemy as bringer of death, and historical enactment/alignment

MIPVU does not identify conceptual metaphors. It identifies metaphor-related words. CMT then interprets the mappings in which those words participate. Koenigsbergian analysis should come later, after the linguistic and conceptual layers have been established.

2. Make the corpus a scholarly object

The corpus should not be treated as a folder of Lincoln texts. It should be treated as a documented scholarly corpus.

Each included text should have:

  • title
  • date
  • genre
  • register
  • source edition
  • authorship confidence
  • editorial status
  • inclusion rationale
  • periodization
  • known limitations

Where possible, the project should use TEI or TEI-inspired encoding practices. Full TEI/XML implementation is not required at the outset, but the corpus should follow TEI’s scholarly logic: stable textual identity, metadata, provenance, structural segmentation, and transparent editorial practice.

3. Use recognized scholarly standards without overengineering

The upgraded pipeline should use recognized standards and methods where they strengthen credibility:

Standard / Method Role
TEI / TEI-inspired encoding Textual provenance and structure
FAIR data principles Findability, accessibility, interoperability, reusability
MIPVU Metaphor-related lexical-unit identification
Conceptual Metaphor Theory Source-target mapping and entailments
Corpus-Assisted Discourse Studies Corpus-level distribution and patterning
Critical Metaphor Analysis Ideological and persuasive function
Discourse Dynamics Approach Change and interaction of metaphors across discourse
Historical semantics Period-appropriate meaning controls
Annotation codebook Coding consistency
Inter-annotator reliability Identification credibility
Controlled vocabularies Stable analytical categories
AI-use statement Research-integrity transparency

The purpose is not to turn the project into a technical exercise. The purpose is to make an interpretive project more rigorous, reviewable, and defensible.

Pipeline Overview

Stage Name Main Output
1 Research design Research protocol
2 Corpus construction and provenance Corpus register
3 Text encoding and segmentation Stable text units
4 Historical semantics preparation Reference apparatus
5 MIPVU metaphor identification Metaphor-related lexical-unit table
6 Reliability testing and adjudication Reliability report and revised codebook
7 CMT source-target mapping Conceptual metaphor mapping table
8 Corpus-assisted discourse analysis Frequency, distribution, genre, and chronology findings
9 Critical Metaphor Analysis Persuasive and ideological function profiles
10 Rhetorical and genre analysis Occasion-sensitive close readings
11 Discourse-dynamic and diachronic analysis Metaphor-development account
12 Systematic absence and agency analysis Absence and agency matrix
13 Koenigsbergian evidentiary-support synthesis Four-dimension support assessment
14 Comparative analysis Structured comparison protocol and support-rating comparison
15 Corroboration, audit, and publication package Peer-review-ready method appendix

Stage 1: Research Design

Objective

Create a formal research design document before annotation begins.

Purpose

The research design prevents the analysis from drifting into impressionistic reading. It defines the project’s scope, evidence, units of analysis, interpretive sequence, and validation plan.

Required decisions

The project should define:

  • primary research question
  • secondary research questions
  • evidentiary support standard
  • four support dimensions
  • corpus boundaries
  • inclusion and exclusion rules
  • units of analysis
  • annotation procedures
  • interpretive frameworks
  • reliability plan
  • validation plan
  • publication outputs

Key methodological commitment

The project should state clearly:

This study uses MIPVU to identify metaphor-related lexical units, Conceptual Metaphor Theory to interpret source-target mappings, corpus-assisted discourse methods to examine distribution and patterning, historical corroboration to assess enactment or alignment, and Koenigsbergian ideological-fantasy analysis to evaluate the degree to which recurring metaphor systems support, complicate, or limit Koenigsberg’s Law of Sacrifice, its body-politic corollary, and the construction of enemies as bringers of death.

Stage 2: Corpus Construction and Provenance

Objective

Create a defined, documented, historically controlled Lincoln corpus.

Purpose

A publishable metaphor study needs a transparent corpus. Reviewers should be able to see what texts were included, what texts were excluded, and why.

Corpus metadata fields

Each text should include:

Field Description
text_id Stable project identifier
title Standard title
date Date of composition or delivery
period Project periodization category
genre Speech, debate, letter, fragment, message, address, legal document, etc.
register Public ceremonial, public political, private, legal, administrative, military, etc.
source_edition Edition or archive used
source_url Link, if available
authorship_confidence High, medium, low
editorial_notes Known textual issues
inclusion_rationale Why this text is in the corpus
risk_flags Authorship uncertainty, editorial mediation, fragmentary status, etc.

Suggested periodization

Period Approximate Range Analytical Significance
Early republican rhetoric 1838–1854 Law, liberty, republican inheritance
Slavery-extension crisis 1854–1860 Slavery, Union, sectional conflict
Secession and early war 1860–1862 Union preservation, oath, constitutional obligation
Emancipation and sacrifice 1862–1864 War aims, death, freedom, national rebirth
Providence and reconciliation 1864–1865 Judgment, guilt, healing, reconciliation

Output

corpus-register.csv or corpus-register.md

Stage 3: Text Encoding and Segmentation

Objective

Prepare texts as stable, citable units for annotation and interpretation.

Purpose

Every interpretive claim should be traceable to a specific passage, sentence, and lexical unit.

Stable identifiers

The project should use stable IDs:

LIN-GA-1863-S003

Example meaning:

  • LIN = Lincoln corpus
  • GA = Gettysburg Address
  • 1863 = year
  • S003 = sentence 3

For lexical units:

LIN-GA-1863-S003-LU007

TEI-inspired encoding fields

Even if the project does not use full TEI/XML, each text should have:

  • header metadata
  • source information
  • structural divisions
  • paragraph IDs
  • sentence IDs
  • editorial notes
  • variant or uncertainty notes where needed

Output

  • normalized text files
  • segmented text files
  • sentence table
  • lexical-unit table

Stage 4: Historical Semantics Preparation

Objective

Control for nineteenth-century meanings before metaphor identification.

Purpose

MIPVU requires comparison between contextual meaning and more basic meaning. For Lincoln, this must be historically controlled. Words such as “bond,” “compact,” “experiment,” “proposition,” “judgment,” “offense,” “house,” and “Union” may carry meanings shaped by nineteenth-century law, theology, republican rhetoric, and biblical idiom.

Required reference resources

The project should build a reference apparatus using:

Resource Type Use
Nineteenth-century dictionaries Basic period meanings
Legal dictionaries Compact, oath, bond, title, obligation
Biblical concordances Judgment, offense, atonement, birth, blood
Political rhetoric comparison texts Conventional republican language
Antislavery and proslavery texts Shared metaphor fields
Lincoln scholarship Historical and rhetorical context

Historical semantics note

For difficult lexical units, annotators should record:

Field Purpose
period_basic_meaning More basic meaning in Lincoln’s period
modern_basic_meaning Modern meaning, if different
semantic_shift_risk Low, medium, high
reference_source Dictionary, legal source, biblical source, etc.
note Explanation

Output

historical-semantics-notes.md or historical-semantics.csv

Stage 5: MIPVU Metaphor Identification

Objective

Identify metaphor-related lexical units using MIPVU.

Purpose

This stage creates the disciplined linguistic evidence base for the entire project.

MIPVU should answer:

Is this lexical unit metaphor-related in this context?

It should not yet answer:

What ideology does this metaphor express?

Simplified MIPVU procedure

For each lexical unit:

  1. Read the full text or passage for general meaning.
  2. Identify lexical units.
  3. Determine the contextual meaning of each lexical unit.
  4. Determine whether the lexical unit has a more basic meaning in other contexts.
  5. Decide whether the contextual meaning contrasts with the basic meaning.
  6. Decide whether the contextual meaning can be understood in comparison with the basic meaning.
  7. If yes, mark the lexical unit as metaphor-related.
  8. Record confidence and notes.

Annotation fields

Field Description
lu_id Stable lexical-unit ID
text_id Source text
sentence_id Sentence ID
lexical_unit Word or phrase
contextual_meaning Meaning in the Lincoln passage
basic_meaning More basic meaning
basic_meaning_source Dictionary or reference source
contrast Yes / no
comparison Yes / no
mipvu_decision Metaphor-related / not metaphor-related / uncertain
confidence High / medium / low
annotator Annotator ID
note Explanation or ambiguity

Example

Field Example
lexical_unit wounds
contextual_meaning damage to the nation caused by war
basic_meaning injuries to a living body
contrast Yes
comparison Yes
mipvu_decision Metaphor-related
confidence High
note Body-domain term applied to nation

Output

mipvu-annotations.csv

Stage 6: Reliability Testing and Adjudication

Objective

Test whether metaphor identification is stable across annotators.

Purpose

A publishable pipeline should demonstrate that metaphor identification is not purely idiosyncratic.

Agreement measures

Possible measures include:

  • percent agreement
  • Cohen’s kappa
  • Krippendorff’s alpha

The project should explain whichever measure it uses.

Disagreement categories

Disagreements should be classified:

Category Description
lexical segmentation Annotators disagreed on the unit
contextual meaning Annotators interpreted local meaning differently
basic meaning Annotators selected different basic meanings
metaphor decision One coded metaphor-related, another did not
confidence Same decision, different certainty
source-domain ambiguity Later-stage mapping disagreement

Output

  • annotation-codebook.md
  • reliability-report.md
  • adjudication-log.csv

Stage 7: CMT Source-Target Mapping

Objective

Interpret metaphor-related lexical units as conceptual mappings.

Purpose

Conceptual Metaphor Theory explains how one conceptual domain is understood in terms of another.

This stage asks:

What source domain is being mapped onto what target domain, and what entailments follow?

Mapping fields

Field Description
mapping_id Stable mapping ID
lu_id Linked MIPVU lexical unit
linguistic_expression Expression in text
source_domain_primary Main source domain
source_domain_secondary Optional secondary domain
target_domain Conceptual target
conceptual_metaphor Example: THE NATION IS A BODY
entailments Implications carried by the mapping
confidence High / medium / low
rival_reading Alternative interpretation
justification Why this mapping is assigned

Source-domain discipline

The pipeline should distinguish:

  • primary source domain
  • secondary source domain
  • intertextual source
  • confidence level
  • rival reading
  • justification

Example

Field Example
linguistic_expression “new birth of freedom”
source_domain_primary birth / generation
target_domain political renewal
conceptual_metaphor POLITICAL RENEWAL IS BIRTH
entailments new life, futurity, labor, vulnerability, obligation
rival_reading conventional republican renewal formula
confidence High

Output

cmt-mappings.csv

Stage 8: Corpus-Assisted Discourse Analysis

Objective

Examine metaphor distribution, patterning, concentration, and co-occurrence across the corpus.

Purpose

This stage connects close reading to corpus-level claims.

It asks:

  • Which metaphor-related terms are frequent?
  • Which conceptual metaphors are widely distributed?
  • Which metaphors are concentrated in a few famous texts?
  • Which metaphors are genre-specific?
  • Which metaphors change over time?
  • Which metaphors co-occur?
  • Which metaphors appear at rhetorically climactic moments?

Required analyses

Analysis Purpose
Frequency How often metaphor-related lexical units appear
Distribution How widely they appear across documents
Concentration Whether a pattern depends on a few texts
Collocation Which terms tend to appear near each other
Co-occurrence Which source domains cluster together
Genre comparison How usage varies by register
Diachronic comparison How usage changes over time
Salience review Whether metaphors appear at key rhetorical moments

Important caution

Frequency is not the same as significance.

The pipeline should distinguish:

Measure Meaning
Frequency How often something appears
Distribution How widely it appears
Concentration Whether it is limited to a few texts
Rhetorical salience Whether it appears at climactic moments
Conceptual centrality Whether it organizes other metaphors
Ideological force Whether it authorizes duty, sacrifice, violence, guilt, redemption, or reconciliation

Output

  • corpus-analysis.md
  • frequency-tables.csv
  • cluster-distribution.csv
  • genre-comparison.md
  • diachronic-analysis.md

Stage 9: Critical Metaphor Analysis

Objective

Analyze how metaphors persuade, naturalize, authorize, and emotionally organize political meaning.

Purpose

Critical Metaphor Analysis bridges CMT and ideological interpretation.

It asks:

Question Purpose
What values does the metaphor activate? Union, freedom, law, sacrifice, Providence
What emotions does it evoke? Duty, grief, guilt, reverence, hope, fear
What action does it make reasonable? War, endurance, emancipation, reconciliation
What moral hierarchy does it create? Union above individual life, Providence above political calculation
What alternatives does it suppress? Disunion, compromise, revenge, Black agency, civilian suffering
What political identity does it construct? Citizen, soldier, nation, people, enemy, martyr

Cluster profile template

Each major metaphor cluster should receive a profile:

# Cluster Profile: [Cluster Name]

## Source Domains

## Target Domains

## Major Expressions

## Corpus Distribution

## Rhetorical Contexts

## Persuasive Function

## Moral Emotions Activated

## Political Actions Authorized

## Rival Readings

## Negative Cases

## Relation to Koenigsbergian Analysis

Output

critical-metaphor-analysis.md

Stage 10: Rhetorical and Genre Analysis

Objective

Interpret metaphors within their historical occasions, audiences, and genres.

Purpose

Metaphors do not function in the abstract. A metaphor in a private letter does not do the same work as a metaphor in a presidential inaugural, battlefield dedication, debate, or annual message.

Rhetorical fields

For each major metaphor instance or cluster, record:

Field Description
audience Who is addressed?
occasion What event or crisis prompted the text?
genre Speech, address, letter, message, debate, etc.
rhetorical_action What is Lincoln trying to make the audience believe, feel, accept, or do?
emotional_posture Warning, mourning, accusation, consolation, consecration, reconciliation
agency_structure Who acts, who suffers, who is passive, who is absent?
rhetorical_salience Low, medium, high

Example questions

  • Does the metaphor justify action?
  • Does it console loss?
  • Does it transform suffering into meaning?
  • Does it sacralize an object?
  • Does it convert death into obligation?
  • Does it assign guilt?
  • Does it enable reconciliation?

Output

rhetorical-genre-analysis.md

Stage 11: Discourse-Dynamic and Diachronic Analysis

Objective

Track how metaphor systems change across Lincoln’s career and across the Civil War.

Purpose

This stage asks whether Lincoln’s metaphor system is stable, intensifying, mutating, or reorganizing.

Diachronic questions

Question Example
Does legal Union language become sacred Union language? oath, bond, compact → sacrifice, nation, Providence
Does anti-slavery language shift into providential judgment? wrong → offense → divine punishment
Does death become increasingly redemptive? loss → unfinished work → new birth
Does reconciliation become more imaginable? enemy as rebel → shared guilt under God
Do some metaphors disappear? legal obligation giving way to healing or judgment
Do source domains merge? body + sacrifice + Providence

Output

  • diachronic-analysis.md
  • metaphor-timeline.csv
  • cluster-evolution.md

Stage 12: Systematic Absence and Agency Analysis

Objective

Study what Lincoln’s metaphor system requires, suppresses, displaces, or leaves unnamed.

Purpose

Absence analysis should be systematic, not merely a moral critique added after interpretation.

The project should ask:

Given Lincoln’s metaphor system, which agents, bodies, experiences, or causal forces should logically appear but are muted, displaced, or absent?

Absence matrix

Metaphor System Expected Presence Possible Absence
Nation as wounded body Actual wounded bodies Soldiers, enslaved people, civilians
Slavery as debt Creditor and debtor Who is owed? Who pays?
War as new birth Laboring body, mother, child Who gives birth? Who suffers labor?
Providence as judgment Agent of judgment Who interprets God’s will?
Union as sacred object Sacrificial victims Whose deaths preserve the object?

Agency fields

For each major passage, record:

Field Question
agent_named Who acts?
patient_named Who suffers or receives action?
beneficiary_named Who benefits?
sacrificial_subject Who is asked to suffer or die?
excluded_agent Who is missing despite relevance?
displacement_mechanism How is agency shifted or obscured?

Output

absence-agency-analysis.md

Stage 13: Koenigsbergian Evidentiary-Support Synthesis

Objective

Assess the degree to which the case supports, complicates, limits, or fails to support Koenigsberg’s Law of Sacrifice and body-politic corollary.

Purpose

This stage should come after MIPVU, CMT, corpus analysis, rhetorical analysis, absence analysis, and historical corroboration. It is the evidentiary-support synthesis, not the identification method and not a claim of proof.

The synthesis rates support across four dimensions:

Dimension Guiding Question
Sacred object Is a collective object represented as transcendent, ultimate, sacred, immortal, or worth dying/killing for?
Sacrificial body Are bodies represented as meaningful offerings, payments, instruments, victims, martyrs, or material through which the sacred object is preserved or made real?
Enemy as bringer of death Is the enemy represented as the agent, carrier, embodiment, or sign of death, doubt, mortality, dissolution, unreality, or collective destruction?
Historical enactment or alignment Do textual-symbolic patterns align with historically documented practices, policies, institutions, mobilizations, or outcomes?

Core questions

Koenigsbergian Question Lincoln Application
What collective object becomes sacred? Union, republic, democracy, freedom
What kind of body is imagined? Wounded, divided, reborn, healing
What sacrifice becomes obligatory? Soldiers dying so the republic may live
How is death made meaningful? Unfinished work, new birth, divine judgment
How is the enemy represented as a bringer of death? Rebel, slave power, secession, or disunion as death-bearing threat to the republic
What historical enactment or alignment exists? War mobilization, battlefield death, emancipation policy, reunion practice, public mourning, or other corroborated historical outcomes
How is guilt distributed? Slavery, South, North, nation, Providence
What violence becomes legitimate? War to preserve Union or redeem founding promise
What endpoint is imagined? Reunion, healing, reconciliation
What is excluded from the fantasy? Actual bodies, Black agency, civilian suffering, revenge

Support rating

Use anchored 0–4 dimension scores:

Score Rating Meaning
0 Unsupported No meaningful evidence for the dimension in the case material
1 Weak support Isolated, ambiguous, or low-confidence evidence
2 Moderate support Repeated evidence, but limited by scope, ambiguity, or weak historical alignment
3 Strong support Repeated, traceable, and contextually persuasive evidence
4 Very strong support Dense, repeated, cross-textual evidence with clear historical alignment

Calculate overall support with the weighted shifted geometric mean:

overall_support = ((S + 1) * (B + 1) * (E + 1) * (H + 1)^2)^(1/5) - 1

Where:

  • S = sacred object score
  • B = sacrificial body score
  • E = enemy as bringer of death score
  • H = historical enactment or alignment score

Historical enactment or alignment receives double weight because it is the historical-anchoring dimension. Without historical alignment, the project can claim a strong textual reading but not strong case-level support for the Law.

Apply the historical-alignment cap:

Historical enactment or alignment score Maximum overall category
0 Weak support
1 Weak support
2 Moderate support
3 Strong support
4 Very strong support

Guardrails

The synthesis must:

  • cite concrete metaphor evidence
  • distinguish strong claims from hypotheses
  • include rival readings
  • acknowledge negative cases
  • report support, complication, limitation, or non-support
  • separate textual-symbolic evidence from historical corroboration
  • avoid moral equivalence when comparing different political systems
  • avoid treating all metaphor as ideology
  • avoid treating frequency as importance without rhetorical justification

Output

koenigsbergian-support-synthesis.md

Stage 14: Comparative Analysis

Objective

If the project compares Lincoln with Hitler or another political figure, use a structured comparison protocol.

Purpose

The comparison should examine rhetorical and ideological structures, not imply moral equivalence.

Comparative dimensions

Dimension Lincoln Hitler / Other Comparator
Sacred collective object Union / republic / democracy Volk / racial body / nation
Dominant body metaphor Wounded, divided, healing, reborn Diseased, contaminated, purified
Violence logic Preservation, sacrifice, judgment Purification, extermination, annihilation
Enemy as bringer of death Rebel, slave power, secessionist, disunion as death-bearing threat Parasite, contaminant, racial enemy, Jew as death-bearing threat to racial body
Death logic Sacrifice for republic Death as fuel for immortal collective body
Historical enactment / alignment Mobilization, battlefield death, emancipation, reunion practice Policy, implementation, social uptake, exterminatory outcomes
Overall support rating To be scored after annotation and corroboration To be scored after annotation and corroboration
Guilt structure Shared guilt, slavery, Providence Projected guilt, racialized blame
Endpoint Reconciliation possible Purification without stable endpoint

Required cautions

The comparison must state:

  • structural comparison is not moral equivalence
  • similarities in metaphor form do not imply equivalence in political content
  • differences in enemy construction, endpoint, and violence logic are central
  • each figure must be read in historical context

Output

comparative-analysis.md

Stage 15: Corroboration, Audit, and Publication Package

Objective

Prepare the project for scholarly review.

Purpose

The final stage packages the evidence, methodology, and interpretation so that reviewers can inspect the chain from claim to text.

Required publication package

Component Purpose
research-design.md Defines scope and method
corpus-register.csv Documents included texts
annotation-codebook.md Defines coding rules
historical-semantics-notes.md Controls for period meaning
mipvu-annotations.csv Records metaphor identification
reliability-report.md Shows coding stability
cmt-mappings.csv Records conceptual mappings
corpus-analysis.md Presents frequency, distribution, genre, chronology
critical-metaphor-analysis.md Explains ideological persuasion
rhetorical-genre-analysis.md Interprets historical occasion and audience
absence-agency-analysis.md Documents silence, agency, and exclusion
historical-enactment-alignment.md Corroborates historical policies, practices, implementation, social uptake, and outcomes
support-ratings.csv Records document-level and case-level 0–4 support scores
koenigsbergian-support-synthesis.md Presents evidentiary-support assessment
ai-use-statement.md Explains AI role and human responsibility
data-availability.md Explains what can be shared and reused

Audit chain

Every major claim should be traceable:

Claim
  → support dimension
    → support score
      → cluster
        → conceptual mapping
          → metaphor-related lexical units
            → sentence IDs
              → document metadata
                → source text
                  → historical corroboration where claimed

Example audit chain

Level Example
Claim Lincoln transforms battlefield death into political rebirth
Support dimension Sacrificial body
Support score Example: 3 = strong support, pending full-case scoring
Cluster Birth / generation
Conceptual mapping POLITICAL RENEWAL IS BIRTH
Lexical evidence conceived, brought forth, new birth
Rhetorical setting Gettysburg dedication
Ideological function Sacrifice becomes obligation to complete unfinished work
Historical corroboration Gettysburg battlefield death, cemetery dedication, public mourning, Civil War mobilization
Source text Gettysburg Address

Controlled Vocabularies

Source domains

Use a controlled source-domain vocabulary. Suggested initial list:

  • body
  • disease
  • wound / injury
  • medicine / healing
  • birth / generation
  • family / inheritance
  • architecture / building
  • law / contract
  • debt / accounting
  • religion / Providence
  • sacrifice
  • journey / motion
  • experiment / science
  • agriculture
  • mechanics
  • war / combat
  • light / darkness
  • slavery / bondage
  • nature / organism

Target domains

Suggested initial list:

  • nation
  • Union
  • Constitution
  • republic
  • democracy
  • freedom
  • slavery
  • Civil War
  • emancipation
  • sacrifice
  • founding
  • Providence
  • reconciliation
  • citizenship
  • enemy
  • people
  • law
  • history

Rhetorical functions

Suggested initial list:

  • exhortation
  • warning
  • accusation
  • justification
  • consolation
  • mourning
  • consecration
  • reconciliation
  • legitimation
  • instruction
  • memorialization
  • condemnation
  • prophecy
  • national self-definition

Ideological functions

Suggested initial list:

  • sacralization
  • obligation
  • sacrifice
  • guilt distribution
  • redemption
  • purification
  • displacement
  • enemy construction
  • collective immortality
  • moral accounting
  • agency suppression
  • reconciliation
  • historical destiny
  • providential judgment

AI-Use and Research Integrity

Principle

AI may assist the research process, but it should not be treated as an independent scholarly authority.

AI-use statement template

AI tools were used to assist with text preparation, candidate identification, organization of annotations, and drafting support. All metaphor-identification decisions, conceptual mappings, interpretive claims, and final scholarly conclusions were reviewed and authorized by the researcher. AI-generated suggestions were treated as provisional and were not used as independent evidence.

Minimum Viable Scholarly Upgrade

If the full pipeline is too large for the first publication, the project should prioritize the following minimum upgrade:

  1. Formal corpus register
  2. Annotation codebook
  3. MIPVU-based metaphor identification
  4. Historical semantics notes for difficult terms
  5. CMT mapping table
  6. Reliability sample on 10–20% of corpus
  7. Corpus-level distribution analysis
  8. Rhetorical/genre controls
  9. Historical enactment/alignment notes for any historical claim
  10. Four-dimension support ratings
  11. Rival readings and negative cases
  12. Audit trail from claims to source text and historical corroboration where claimed
  13. AI-use statement

This minimum version would still be substantially more credible than a purely interpretive or AI-assisted close-reading pipeline.

Final Description of the Credible Scholarly Method

A credible scholarly version of the pipeline would proceed as follows:

A historically controlled, TEI-documented Lincoln corpus is segmented into stable textual units. Lexical units are identified and coded using MIPVU, with historical semantics controls to prevent anachronistic readings. A reliability sample is double-coded and adjudicated using a formal annotation codebook. Metaphor-related expressions are then mapped through Conceptual Metaphor Theory into source and target domains, with entailments, confidence levels, and rival readings recorded. Corpus-Assisted Discourse Studies methods examine frequency, distribution, collocation, genre variation, rhetorical salience, and diachronic change. Critical Metaphor Analysis and rhetorical criticism interpret how metaphor clusters persuade, authorize, console, accuse, sacralize, or reconcile. Systematic absence and agency analysis records who acts, who suffers, who is displaced, and who is excluded. Historical enactment/alignment analysis then asks whether textual-symbolic patterns align with documented policies, practices, implementation, social uptake, or outcomes. Only after these stages does Koenigsbergian evidentiary-support synthesis assess the degree to which the case supports, complicates, or limits Koenigsberg’s Law of Sacrifice across sacred object, sacrificial body, enemy as bringer of death, and historical enactment/alignment dimensions. All major claims are supported by an audit trail linking interpretation back to support scores, coded lexical units, sentence IDs, document metadata, source text, and historical corroboration where claimed.