Triple
T10765219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niki Taylor |
E253935
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Matt Martinez
Matt Martinez is an American former Miami Hurricanes football player and firefighter best known as the ex-husband of supermodel Niki Taylor.
|
E884171
|
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: Matt Martinez | Statement: [Niki Taylor, spouse, Matt Martinez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt Martinez Context triple: [Niki Taylor, spouse, Matt Martinez]
-
A.
Matt Lopez
Matt Lopez is an American screenwriter known for writing family-oriented films such as "Bedtime Stories" and other Hollywood studio projects.
-
B.
Mike Ybarra
Mike Ybarra is a video game executive best known for his leadership roles at major gaming companies, including serving as president of Blizzard Entertainment after a long tenure at Microsoft Xbox.
-
C.
Chris Espinosa
Chris Espinosa is a longtime Apple engineer and one of the company’s earliest employees, known for his significant contributions to the original Macintosh and subsequent Apple software projects.
-
D.
Matt Alvarez
Matt Alvarez is a film producer known for his work on various feature films, including the comedy "First Sunday."
-
E.
Kevin Magaña
Kevin Magaña is a professional Mexican footballer known for playing as an attacking midfielder/winger.
- 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: Matt Martinez Triple: [Niki Taylor, spouse, Matt Martinez]
Generated description
Matt Martinez is an American former Miami Hurricanes football player and firefighter best known as the ex-husband of supermodel Niki Taylor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt Martinez Target entity description: Matt Martinez is an American former Miami Hurricanes football player and firefighter best known as the ex-husband of supermodel Niki Taylor.
-
A.
Matt Lopez
Matt Lopez is an American screenwriter known for writing family-oriented films such as "Bedtime Stories" and other Hollywood studio projects.
-
B.
Mike Ybarra
Mike Ybarra is a video game executive best known for his leadership roles at major gaming companies, including serving as president of Blizzard Entertainment after a long tenure at Microsoft Xbox.
-
C.
Chris Espinosa
Chris Espinosa is a longtime Apple engineer and one of the company’s earliest employees, known for his significant contributions to the original Macintosh and subsequent Apple software projects.
-
D.
Matt Alvarez
Matt Alvarez is a film producer known for his work on various feature films, including the comedy "First Sunday."
-
E.
Kevin Magaña
Kevin Magaña is a professional Mexican footballer known for playing as an attacking midfielder/winger.
- 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d731a5d5248190badfc5a8ab0215d6 |
completed | April 9, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de235fe7748190ba004f889da389ff |
completed | April 14, 2026, 11:22 a.m. |
| NEDg | Description generation | batch_69de271ee56c81908d2f690f31c2d2db |
completed | April 14, 2026, 11:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69de2e05fdb08190b880f9158b14118b |
completed | April 14, 2026, 12:07 p.m. |
Created at: April 8, 2026, 9:16 p.m.