Triple
T13212761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UFC 81 |
E314533
|
entity |
| Predicate | featuredFighter |
P101800
|
FINISHED |
| Object |
Marvin Eastman
Marvin Eastman is an American mixed martial artist and former professional kickboxer known for competing in the UFC’s light heavyweight division.
|
E1030966
|
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: Marvin Eastman | Statement: [UFC 81, featuredFighter, Marvin Eastman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvin Eastman Context triple: [UFC 81, featuredFighter, Marvin Eastman]
-
A.
Marvin Andrews
Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
-
B.
Marvin Duchow
Marvin Duchow was a Canadian musicologist and influential professor of music at McGill University, known for his scholarship in Renaissance and Baroque music.
-
C.
Marvin Hartley
Marvin Hartley is an individual notable enough to be specifically cited as a bearer of the Hartley surname.
-
D.
Marvin Natiss
Marvin Natiss is an American local politician who has served as a leading municipal official in North Hills, New York.
-
E.
Seymour Parrish
Seymour Parrish is the lonely, obsessive photo technician portrayed by Robin Williams in the psychological thriller film "One Hour Photo."
- 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: Marvin Eastman Triple: [UFC 81, featuredFighter, Marvin Eastman]
Generated description
Marvin Eastman is an American mixed martial artist and former professional kickboxer known for competing in the UFC’s light heavyweight division.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvin Eastman Target entity description: Marvin Eastman is an American mixed martial artist and former professional kickboxer known for competing in the UFC’s light heavyweight division.
-
A.
Marvin Andrews
Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
-
B.
Marvin Duchow
Marvin Duchow was a Canadian musicologist and influential professor of music at McGill University, known for his scholarship in Renaissance and Baroque music.
-
C.
Marvin Hartley
Marvin Hartley is an individual notable enough to be specifically cited as a bearer of the Hartley surname.
-
D.
Marvin Natiss
Marvin Natiss is an American local politician who has served as a leading municipal official in North Hills, New York.
-
E.
Seymour Parrish
Seymour Parrish is the lonely, obsessive photo technician portrayed by Robin Williams in the psychological thriller film "One Hour Photo."
- 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_69f70a31c8748190a24256a7dd1e346b |
completed | May 3, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69f70bc5111c8190ae5b098c806bb845 |
completed | May 3, 2026, 8:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f70ca343f08190b6484f464ed40810 |
completed | May 3, 2026, 8:51 a.m. |
Created at: April 9, 2026, 9:17 p.m.