Triple

T19999280
Position Surface form Disambiguated ID Type / Status
Subject Fast N' Loud E494274 entity
Predicate hasCastMember P2308 FINISHED
Object KC Mathieu
KC Mathieu is an American custom car painter and television personality best known for his work on automotive builds featured in the reality TV series "Fast N' Loud."
E1406955 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: KC Mathieu | Statement: [Fast N' Loud, hasCastMember, KC Mathieu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KC Mathieu
Context triple: [Fast N' Loud, hasCastMember, KC Mathieu]
  • A. Tyrann Mathieu
    Tyrann Mathieu is an American football safety and return specialist, nicknamed the "Honey Badger," known for his playmaking ability, versatility, and impact on defenses in both college and the NFL.
  • B. Tyson Beckford
    Tyson Beckford is an American model and actor best known as one of the most prominent male supermodels of the 1990s and a longtime face of Ralph Lauren.
  • C. Jermain Baxter
    Jermain Baxter is the birth name of the American rapper better known by his stage name Nature, associated with the New York hip-hop scene.
  • D. Nic Mathieu
    Nic Mathieu is a film director best known for helming the science fiction action movie "Spectral."
  • E. Jamaal Myers
    Jamaal Myers is a Canadian politician who serves as the chair of Toronto’s public transit agency and a member of Toronto City Council.
  • 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: KC Mathieu
Triple: [Fast N' Loud, hasCastMember, KC Mathieu]
Generated description
KC Mathieu is an American custom car painter and television personality best known for his work on automotive builds featured in the reality TV series "Fast N' Loud."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: KC Mathieu
Target entity description: KC Mathieu is an American custom car painter and television personality best known for his work on automotive builds featured in the reality TV series "Fast N' Loud."
  • A. Tyrann Mathieu
    Tyrann Mathieu is an American football safety and return specialist, nicknamed the "Honey Badger," known for his playmaking ability, versatility, and impact on defenses in both college and the NFL.
  • B. Tyson Beckford
    Tyson Beckford is an American model and actor best known as one of the most prominent male supermodels of the 1990s and a longtime face of Ralph Lauren.
  • C. Jermain Baxter
    Jermain Baxter is the birth name of the American rapper better known by his stage name Nature, associated with the New York hip-hop scene.
  • D. Nic Mathieu
    Nic Mathieu is a film director best known for helming the science fiction action movie "Spectral."
  • E. Jamaal Myers
    Jamaal Myers is a Canadian politician who serves as the chair of Toronto’s public transit agency and a member of Toronto City Council.
  • 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e661a09bdc819083305b08a11c6e34 completed April 20, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e1e62dc81909c98de9676e80f97 completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080f25c944819091dea5feb7ffb15a completed May 16, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_6a080fbec30481909bc3c7a864785b61 completed May 16, 2026, 6:33 a.m.
Created at: April 11, 2026, 3:32 p.m.