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.