Triple
T297521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | impeachment of Andrew Johnson |
E6124
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object |
Edwin M. Stanton
Edwin M. Stanton was the U.S. Secretary of War under Abraham Lincoln and Andrew Johnson, whose dismissal by Johnson triggered the political crisis that led to Johnson’s impeachment.
|
E39320
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Edwin M. Stanton | Statement: [impeachment of Andrew Johnson, keyFigure, Edwin M. Stanton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edwin M. Stanton Context triple: [impeachment of Andrew Johnson, keyFigure, Edwin M. Stanton]
-
A.
Benjamin F. Butler
Benjamin F. Butler was a controversial 19th-century American politician and Union Civil War general known for his aggressive Radical Republican stance and prominent role in Reconstruction-era legal and political battles.
-
B.
Charles A. Halleck
Charles A. Halleck was a prominent mid-20th-century Republican congressman from Indiana who served as a key party leader in the U.S. House of Representatives.
-
C.
William H. Seward
William H. Seward was a 19th-century American statesman who served as U.S. Secretary of State under Presidents Abraham Lincoln and Andrew Johnson and was a leading figure in the Union war effort and postwar expansion.
-
D.
George M. Dallas
George M. Dallas was a 19th-century American politician who served as the 11th vice president of the United States under President James K. Polk.
-
E.
Hannibal Hamlin
Hannibal Hamlin was an American politician from Maine who served as the first vice president under President Abraham Lincoln during the early years of the Civil War.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Edwin M. Stanton Triple: [impeachment of Andrew Johnson, keyFigure, Edwin M. Stanton]
Generated description
Edwin M. Stanton was the U.S. Secretary of War under Abraham Lincoln and Andrew Johnson, whose dismissal by Johnson triggered the political crisis that led to Johnson’s impeachment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edwin M. Stanton Target entity description: Edwin M. Stanton was the U.S. Secretary of War under Abraham Lincoln and Andrew Johnson, whose dismissal by Johnson triggered the political crisis that led to Johnson’s impeachment.
-
A.
Benjamin F. Butler
Benjamin F. Butler was a controversial 19th-century American politician and Union Civil War general known for his aggressive Radical Republican stance and prominent role in Reconstruction-era legal and political battles.
-
B.
Charles A. Halleck
Charles A. Halleck was a prominent mid-20th-century Republican congressman from Indiana who served as a key party leader in the U.S. House of Representatives.
-
C.
William H. Seward
William H. Seward was a 19th-century American statesman who served as U.S. Secretary of State under Presidents Abraham Lincoln and Andrew Johnson and was a leading figure in the Union war effort and postwar expansion.
-
D.
George M. Dallas
George M. Dallas was a 19th-century American politician who served as the 11th vice president of the United States under President James K. Polk.
-
E.
Hannibal Hamlin
Hannibal Hamlin was an American politician from Maine who served as the first vice president under President Abraham Lincoln during the early years of the Civil War.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a2e79114b081909490b3bf5a5dbb51 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2e9e3acc08190a35746f2de7e30f0 |
completed | Feb. 28, 2026, 1:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3b071c6e881908e9ca17bd5dc911e |
completed | March 1, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69a3b22a1ddc8190ac805b99a74ae77a |
completed | March 1, 2026, 3:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3b27de9408190810405e7818b8dc6 |
completed | March 1, 2026, 3:29 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.