Triple

T7174805
Position Surface form Disambiguated ID Type / Status
Subject Thomas Hearns E167291 entity
Predicate trainer P41095 FINISHED
Object Emanuel Steward
Emanuel Steward was a legendary American boxing trainer and manager, best known for developing numerous world champions at Detroit’s Kronk Gym and working with elite fighters like Thomas Hearns, Lennox Lewis, and Wladimir Klitschko.
E646816 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: Emanuel Steward | Statement: [Thomas Hearns, trainer, Emanuel Steward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emanuel Steward
Context triple: [Thomas Hearns, trainer, Emanuel Steward]
  • A. Luther Hicks
    Luther Hicks is an individual notable enough to be recognized as a distinct namesake of the surname Hicks.
  • B. Leroy Hicks
    Leroy Hicks is an individual notable enough to be specifically recorded as a bearer of the surname Hicks, though widely recognized public information about him is limited.
  • C. Bartlett Robinson
    Bartlett Robinson was an American character actor known for his numerous supporting roles in mid-20th-century film and television.
  • D. William Terrell
    William Terrell was an American politician and public figure from Georgia, honored as the namesake of Terrell County.
  • E. John Givings
    John Givings is a mentally unstable yet piercingly perceptive character in Richard Yates’s novel "Revolutionary Road," whose blunt insights expose the hidden truths and hypocrisies of the suburban couple at the story’s center.
  • 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: Emanuel Steward
Triple: [Thomas Hearns, trainer, Emanuel Steward]
Generated description
Emanuel Steward was a legendary American boxing trainer and manager, best known for developing numerous world champions at Detroit’s Kronk Gym and working with elite fighters like Thomas Hearns, Lennox Lewis, and Wladimir Klitschko.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emanuel Steward
Target entity description: Emanuel Steward was a legendary American boxing trainer and manager, best known for developing numerous world champions at Detroit’s Kronk Gym and working with elite fighters like Thomas Hearns, Lennox Lewis, and Wladimir Klitschko.
  • A. Luther Hicks
    Luther Hicks is an individual notable enough to be recognized as a distinct namesake of the surname Hicks.
  • B. Leroy Hicks
    Leroy Hicks is an individual notable enough to be specifically recorded as a bearer of the surname Hicks, though widely recognized public information about him is limited.
  • C. Bartlett Robinson
    Bartlett Robinson was an American character actor known for his numerous supporting roles in mid-20th-century film and television.
  • D. William Terrell
    William Terrell was an American politician and public figure from Georgia, honored as the namesake of Terrell County.
  • E. John Givings
    John Givings is a mentally unstable yet piercingly perceptive character in Richard Yates’s novel "Revolutionary Road," whose blunt insights expose the hidden truths and hypocrisies of the suburban couple at the story’s center.
  • 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_69c68889a2748190a316c5e65360361a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e88d770c8190b8d06dcd08447c08 completed March 27, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b921b1e48190b25c1337f6187174 completed March 28, 2026, 11:18 a.m.
NEDg Description generation batch_69c7b9b0867081909be41ffb8b088e16 completed March 28, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba1a770c819085a25eb796312822 completed March 28, 2026, 11:23 a.m.
Created at: March 27, 2026, 2:48 p.m.