Triple
T7766390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Thompson |
E176156
|
entity |
| Predicate | hasNotableFightWith |
P18497
|
FINISHED |
| Object |
Geoff Neal
Geoff Neal is an American mixed martial artist and powerful striker who competes in the UFC welterweight division.
|
E689112
|
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: Geoff Neal | Statement: [Stephen Thompson, hasNotableFightWith, Geoff Neal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geoff Neal Context triple: [Stephen Thompson, hasNotableFightWith, Geoff Neal]
-
A.
Geoff Pierson
Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
-
B.
Geoff Collins
Geoff Collins is an American football coach best known for his head coaching stints at Temple University and Georgia Tech, as well as his defensive coaching roles at several major college programs.
-
C.
Geoff Britton
Geoff Britton is an English rock drummer best known for his mid-1970s work with Paul McCartney’s band Wings.
-
D.
Geoff Regan
Geoff Regan is a Canadian Liberal politician who served as Speaker of the House of Commons and as a longtime Member of Parliament from Nova Scotia.
-
E.
Geoff Hall
Geoff Hall is a cinematographer known for his work on the Australian film "Red Dog."
- 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: Geoff Neal Triple: [Stephen Thompson, hasNotableFightWith, Geoff Neal]
Generated description
Geoff Neal is an American mixed martial artist and powerful striker who competes in the UFC welterweight division.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geoff Neal Target entity description: Geoff Neal is an American mixed martial artist and powerful striker who competes in the UFC welterweight division.
-
A.
Geoff Pierson
Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
-
B.
Geoff Collins
Geoff Collins is an American football coach best known for his head coaching stints at Temple University and Georgia Tech, as well as his defensive coaching roles at several major college programs.
-
C.
Geoff Britton
Geoff Britton is an English rock drummer best known for his mid-1970s work with Paul McCartney’s band Wings.
-
D.
Geoff Regan
Geoff Regan is a Canadian Liberal politician who served as Speaker of the House of Commons and as a longtime Member of Parliament from Nova Scotia.
-
E.
Geoff Hall
Geoff Hall is a cinematographer known for his work on the Australian film "Red Dog."
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c708b13c688190839c920ec196cada |
completed | March 27, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8ef0b6bb88190b5f98897ccbc07a6 |
completed | March 29, 2026, 9:21 a.m. |
| NEDg | Description generation | batch_69c8eff5a330819080b4abe2179bca46 |
completed | March 29, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8f088fa3c8190bf13aa7a98b4e886 |
completed | March 29, 2026, 9:27 a.m. |
Created at: March 27, 2026, 4:10 p.m.