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.