Triple

T22602724
Position Surface form Disambiguated ID Type / Status
Subject Edward Cole E574870 entity
Predicate businessPartnerWith P282 FINISHED
Object Thomas
Thomas is a business associate of Edward Cole, likely involved in shared commercial ventures or corporate leadership.
 E367721 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: Thomas | Statement: [Edward Cole, businessPartnerWith, Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas
Context triple: [Edward Cole, businessPartnerWith, Thomas]
  • A. Thomas
    Thomas is the full given name of Tom Thibodeau, an American professional basketball coach known for his defensive-minded teams in the NBA.
  • B. Thomas
    Thomas is the given name of Sir Stamford Raffles, the British statesman best known as the founder of modern Singapore.
  • C. Thomas
    Thomas is the given name of American politician Tom Tancredo, a former U.S. Representative from Colorado known for his hardline stance on immigration.
  • D. Thomas
    Thomas is a character appearing in the animated series "Exit 9B" from the show "Regular Show."
  • E. Thomas
    Thomas is the first name of English singer-songwriter Tom Odell, known for his emotive piano-driven pop music.
  • 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: Thomas
Triple: [Edward Cole, businessPartnerWith, Thomas]
Generated description
Thomas is a business associate of Edward Cole, likely involved in shared commercial ventures or corporate leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas
Target entity description: Thomas is a business associate of Edward Cole, likely involved in shared commercial ventures or corporate leadership.
  • A. Thomas
    Thomas was a labor organizer and union leader involved in the landmark U.S. Supreme Court case Thomas v. Collins, which addressed free speech and assembly rights for labor advocates.
  • B. Thomas
    Thomas is a character from the film "The Whale," serving as a pivotal figure whose interactions with the protagonist explore themes of faith, guilt, and redemption.
  • C. Thomas chosen
    Thomas is the given name of Thomas S. Ricketts, the American businessman and chairman of the Chicago Cubs.
  • D. Thomas
    Thomas is the middle name of Edward Thomas Wailes, an American diplomat.
  • E. Thomas
    Thomas is the given name of Tony Ryan, the Irish businessman best known as the co-founder of Ryanair.
  • F. None of above.

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_69e245bc11308190b69d794d5d1e0bb6 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1626eb178819096866d03a78f82fc completed April 29, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4df72f2c819095311b64d5c9a400 completed May 18, 2026, 5:35 p.m.
NEDg Description generation batch_6a0b51e5b7a0819098f9b93051c27ca2 completed May 18, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0b529631048190ae49bb7ca38d669e completed May 18, 2026, 5:55 p.m.
Created at: April 17, 2026, 2:50 p.m.