Triple
T2742243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard Hopkins |
E60776
|
entity |
| Predicate | lostTo |
P356
|
FINISHED |
| Object |
Joe Calzaghe
Joe Calzaghe is a retired Welsh professional boxer, widely regarded as one of the greatest super-middleweights of all time and a former undefeated world champion.
|
E295270
|
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: Joe Calzaghe | Statement: [Bernard Hopkins, lostTo, Joe Calzaghe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Calzaghe Context triple: [Bernard Hopkins, lostTo, Joe Calzaghe]
-
A.
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.
-
B.
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.
-
C.
Tyron Woodley
Tyron Woodley is an American mixed martial artist and former UFC Welterweight Champion known for his explosive power and wrestling-based fighting style.
-
D.
Micky Ward
Micky Ward is a former American professional boxer from Lowell, Massachusetts, best known for his trilogy of brutal, crowd-pleasing fights with Arturo Gatti and for inspiring the film "The Fighter."
-
E.
Shane Mosley
Shane Mosley is an American former professional boxer renowned as a multiple-weight world champion and one of the sport’s top pound-for-pound fighters of his era.
- 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: Joe Calzaghe Triple: [Bernard Hopkins, lostTo, Joe Calzaghe]
Generated description
Joe Calzaghe is a retired Welsh professional boxer, widely regarded as one of the greatest super-middleweights of all time and a former undefeated world champion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Calzaghe Target entity description: Joe Calzaghe is a retired Welsh professional boxer, widely regarded as one of the greatest super-middleweights of all time and a former undefeated world champion.
-
A.
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.
-
B.
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.
-
C.
Meldrick Taylor
Meldrick Taylor is an American former professional boxer and Olympic gold medalist known for his exceptional hand speed and his dramatic 1990 title fight against Julio César Chávez.
-
D.
Tyron Woodley
Tyron Woodley is an American mixed martial artist and former UFC Welterweight Champion known for his explosive power and wrestling-based fighting style.
-
E.
Micky Ward
Micky Ward is a former American professional boxer from Lowell, Massachusetts, best known for his trilogy of brutal, crowd-pleasing fights with Arturo Gatti and for inspiring the film "The Fighter."
- 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_69ab4b77febc819095603eb012cd141b |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb303898819098a7d192e29817f8 |
completed | March 7, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbcca19881908b2e2eb0478c3e45 |
completed | March 10, 2026, 6:35 a.m. |
| NEDg | Description generation | batch_69afbc758cc48190a96f80a850316ce3 |
completed | March 10, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afbd7be9088190a19bed27249e95c4 |
completed | March 10, 2026, 6:43 a.m. |
Created at: March 6, 2026, 9:56 p.m.