Triple
T1231868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John J. Pershing |
E26459
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Francis Warren Pershing
Francis Warren Pershing was the wife of U.S. Army General John J. Pershing and the daughter of powerful Wyoming senator and businessman Francis E. Warren.
|
E142901
|
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: Francis Warren Pershing | Statement: [John J. Pershing, spouse, Francis Warren Pershing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francis Warren Pershing Context triple: [John J. Pershing, spouse, Francis Warren Pershing]
-
A.
John J. Pershing
John J. Pershing was a senior United States Army general who led the American Expeditionary Forces in Europe during World War I and played a key role in shaping the modern U.S. military.
-
B.
Lieutenant General Frank Maxwell Andrews
Lieutenant General Frank Maxwell Andrews was a pioneering U.S. Army Air Forces officer and early advocate of strategic air power who became one of the most important American air commanders of World War II.
-
C.
Mark W. Clark
Mark W. Clark was a prominent U.S. Army general best known for his leadership in World War II and the Korean War.
-
D.
General John W. Raymond
General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
-
E.
Maxwell D. Taylor
Maxwell D. Taylor was a prominent U.S. Army general and later Chairman of the Joint Chiefs of Staff, noted for his leadership of airborne forces in World War II and his influential role in shaping Cold War military policy.
- 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: Francis Warren Pershing Triple: [John J. Pershing, spouse, Francis Warren Pershing]
Generated description
Francis Warren Pershing was the wife of U.S. Army General John J. Pershing and the daughter of powerful Wyoming senator and businessman Francis E. Warren.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Francis Warren Pershing Target entity description: Francis Warren Pershing was the wife of U.S. Army General John J. Pershing and the daughter of powerful Wyoming senator and businessman Francis E. Warren.
-
A.
John J. Pershing
John J. Pershing was a senior United States Army general who led the American Expeditionary Forces in Europe during World War I and played a key role in shaping the modern U.S. military.
-
B.
Lieutenant General Frank Maxwell Andrews
Lieutenant General Frank Maxwell Andrews was a pioneering U.S. Army Air Forces officer and early advocate of strategic air power who became one of the most important American air commanders of World War II.
-
C.
Mark W. Clark
Mark W. Clark was a prominent U.S. Army general best known for his leadership in World War II and the Korean War.
-
D.
General John W. Raymond
General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
-
E.
Maxwell D. Taylor
Maxwell D. Taylor was a prominent U.S. Army general and later Chairman of the Joint Chiefs of Staff, noted for his leadership of airborne forces in World War II and his influential role in shaping Cold War military policy.
- 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_69a4948571c88190a9191e451e6035fd |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be5a25348190a0665b6324c4d8f5 |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f7391408190928cab62e34aa361 |
completed | March 7, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69ac9013d0e881908064dbce78f22f6e |
completed | March 7, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac911b6ab8819088773c2ca4e9fade |
completed | March 7, 2026, 8:56 p.m. |
Created at: March 1, 2026, 7:47 p.m.