Triple
T1452816
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World Welterweight Title |
E31331
|
entity |
| Predicate | notableFormerChampion |
P28766
|
FINISHED |
| Object |
Thomas Hearns
Thomas Hearns is an American boxing legend known for his devastating punching power, multiple world titles across different weight classes, and classic battles in the 1980s against fellow greats like Sugar Ray Leonard and Marvin Hagler.
|
E167291
|
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 Hearns | Statement: [World Welterweight Title, notableFormerChampion, Thomas Hearns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas Hearns Context triple: [World Welterweight Title, notableFormerChampion, Thomas Hearns]
-
A.
Marvin Hagler
Marvin Hagler was an American professional boxer widely regarded as one of the greatest middleweight champions in boxing history.
-
B.
Evander Holyfield
Evander Holyfield is an American former professional boxer and undisputed cruiserweight and heavyweight champion, best known for his epic bouts with Mike Tyson and Riddick Bowe.
-
C.
Sugar Ray Leonard
Sugar Ray Leonard is an American boxing legend widely regarded as one of the greatest pound-for-pound fighters in history, known for his speed, skill, and multiple world titles across weight classes.
-
D.
Larry Holmes
Larry Holmes is an American former professional boxer best known as the long-reigning WBC and IBF heavyweight champion who successfully defended his title 20 times between 1978 and 1985.
-
E.
Bernard Hopkins
Bernard Hopkins is an American former professional boxer renowned for his longevity, defensive mastery, and reign as a multiple-time world champion in the middleweight and light heavyweight divisions.
- 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 Hearns Triple: [World Welterweight Title, notableFormerChampion, Thomas Hearns]
Generated description
Thomas Hearns is an American boxing legend known for his devastating punching power, multiple world titles across different weight classes, and classic battles in the 1980s against fellow greats like Sugar Ray Leonard and Marvin Hagler.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thomas Hearns Target entity description: Thomas Hearns is an American boxing legend known for his devastating punching power, multiple world titles across different weight classes, and classic battles in the 1980s against fellow greats like Sugar Ray Leonard and Marvin Hagler.
-
A.
Marvin Hagler
Marvin Hagler was an American professional boxer widely regarded as one of the greatest middleweight champions in boxing history.
-
B.
Evander Holyfield
Evander Holyfield is an American former professional boxer and undisputed cruiserweight and heavyweight champion, best known for his epic bouts with Mike Tyson and Riddick Bowe.
-
C.
Sugar Ray Leonard
Sugar Ray Leonard is an American boxing legend widely regarded as one of the greatest pound-for-pound fighters in history, known for his speed, skill, and multiple world titles across weight classes.
-
D.
Larry Holmes
Larry Holmes is an American former professional boxer best known as the long-reigning WBC and IBF heavyweight champion who successfully defended his title 20 times between 1978 and 1985.
-
E.
Bernard Hopkins
Bernard Hopkins is an American former professional boxer renowned for his longevity, defensive mastery, and reign as a multiple-time world champion in the middleweight and light heavyweight divisions.
- 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_69a499171a28819085b993a3ac78e363 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c9df014081908a6e2f41ba012ecc |
completed | March 1, 2026, 11:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0e71ffd481909dfd0f77201dc17c |
completed | March 8, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69ad0f6838bc8190b0a77eda44f1949e |
completed | March 8, 2026, 5:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0fbdd20081909ea89e527a4e342e |
completed | March 8, 2026, 5:57 a.m. |
Created at: March 1, 2026, 8 p.m.