Triple

T6273627
Position Surface form Disambiguated ID Type / Status
Subject John J. Pershing E140598 entity
Predicate spouse P13 FINISHED
Object Helen Frances Warren
Helen Frances Warren was the wife of U.S. Army General John J. Pershing and the daughter of powerful Wyoming senator and cattle rancher Francis E. Warren.
E692090 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: Helen Frances Warren | Statement: [John J. Pershing, spouse, Helen Frances Warren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helen Frances Warren
Context triple: [John J. Pershing, spouse, Helen Frances Warren]
  • A. Clara LaBarron Morgan Warren
    Clara LaBarron Morgan Warren was the mother of Francis Warren Pershing, connecting her to the prominent Pershing family in American military and political history.
  • B. Helen Rogers Reid
    Helen Rogers Reid was an influential American newspaper executive and publisher who helped shape mid-20th-century journalism and public discourse.
  • C. Helen O’Neill Schwab
    Helen O’Neill Schwab is the wife of American investor and Charles Schwab Corporation founder Charles R. Schwab and is known for her low-profile presence alongside his prominent business and philanthropic activities.
  • D. Sarah Warren
    Sarah Warren was a daughter of Mayflower passenger Richard Warren, belonging to one of the early English settler families in colonial New England.
  • E. Caroline Dana Blymyer
    Caroline Dana Blymyer was the wife of Charles G. Dawes, the 30th Vice President of the United States and Nobel Peace Prize–winning statesman.
  • 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: Helen Frances Warren
Triple: [John J. Pershing, spouse, Helen Frances Warren]
Generated description
Helen Frances Warren was the wife of U.S. Army General John J. Pershing and the daughter of powerful Wyoming senator and cattle rancher Francis E. Warren.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helen Frances Warren
Target entity description: Helen Frances Warren was the wife of U.S. Army General John J. Pershing and the daughter of powerful Wyoming senator and cattle rancher Francis E. Warren.
  • A. Clara LaBarron Morgan Warren
    Clara LaBarron Morgan Warren was the mother of Francis Warren Pershing, connecting her to the prominent Pershing family in American military and political history.
  • B. Helen Rogers Reid
    Helen Rogers Reid was an influential American newspaper executive and publisher who helped shape mid-20th-century journalism and public discourse.
  • C. Helen O’Neill Schwab
    Helen O’Neill Schwab is the wife of American investor and Charles Schwab Corporation founder Charles R. Schwab and is known for her low-profile presence alongside his prominent business and philanthropic activities.
  • D. Sarah Warren
    Sarah Warren was a daughter of Mayflower passenger Richard Warren, belonging to one of the early English settler families in colonial New England.
  • E. Caroline Dana Blymyer
    Caroline Dana Blymyer was the wife of Charles G. Dawes, the 30th Vice President of the United States and Nobel Peace Prize–winning statesman.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063be5a148190a8752426d2d220f8 completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9de1848108190a0cb612bcbb4119b completed March 30, 2026, 2:21 a.m.
NEDg Description generation batch_69c9df147188819089dcac02bda05a2a completed March 30, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69c9df51c9508190abe6741481be24cb completed March 30, 2026, 2:26 a.m.
Created at: March 22, 2026, 4:25 p.m.