Triple
T13212760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UFC 81 |
E314533
|
entity |
| Predicate | featuredFighter |
P101800
|
FINISHED |
| Object |
David Heath
David Heath is an American mixed martial artist who competed in the UFC’s light heavyweight division during the mid-2000s.
|
E1026701
|
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: David Heath | Statement: [UFC 81, featuredFighter, David Heath]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Heath Context triple: [UFC 81, featuredFighter, David Heath]
-
A.
Daniel Heath
Daniel Heath is a songwriter and composer best known for co-writing the title track of the film "Big Eyes" with Lana Del Rey.
-
B.
Gordon Heath
Gordon Heath was an American actor, singer, and director known for his work on stage and in film, as well as for his influential career in Europe, particularly in France.
-
C.
James Heath
James Heath is a relatively common personal name shared by multiple individuals across various professions, including politics, sports, and the arts.
-
D.
Brian Healey
Brian Healey is a relatively obscure individual whose specific public notability is not clearly established from the available information.
-
E.
Henry Heath
Henry Heath is a relatively obscure individual whose name is notably associated with the surname Heath.
- 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: David Heath Triple: [UFC 81, featuredFighter, David Heath]
Generated description
David Heath is an American mixed martial artist who competed in the UFC’s light heavyweight division during the mid-2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Heath Target entity description: David Heath is an American mixed martial artist who competed in the UFC’s light heavyweight division during the mid-2000s.
-
A.
Daniel Heath
Daniel Heath is a songwriter and composer best known for co-writing the title track of the film "Big Eyes" with Lana Del Rey.
-
B.
Gordon Heath
Gordon Heath was an American actor, singer, and director known for his work on stage and in film, as well as for his influential career in Europe, particularly in France.
-
C.
James Heath
James Heath is a relatively common personal name shared by multiple individuals across various professions, including politics, sports, and the arts.
-
D.
Brian Healey
Brian Healey is a relatively obscure individual whose specific public notability is not clearly established from the available information.
-
E.
Henry Heath
Henry Heath is a relatively obscure individual whose name is notably associated with the surname Heath.
- 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_69d806aee7308190b70a237ba2a6e3e1 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c9f0f148190a0698ef27573c885 |
completed | April 10, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f6136270819093256a143d2c9e65 |
completed | May 3, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_69f6f72f9dcc8190aa07315891b393aa |
completed | May 3, 2026, 7:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f812ae048190907b8def6b0d019c |
completed | May 3, 2026, 7:24 a.m. |
Created at: April 9, 2026, 9:17 p.m.