Triple

T19999321
Position Surface form Disambiguated ID Type / Status
Subject Alaskan Bush People E494275 entity
Predicate hasCastMember P2308 FINISHED
Object Matt Brown
Matt Brown is a reality television personality best known as one of the original members of the Brown family featured on the Discovery Channel series "Alaskan Bush People."
 E1408036 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 Brown | Statement: [Alaskan Bush People, hasCastMember, Matt Brown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matt Brown
Context triple: [Alaskan Bush People, hasCastMember, Matt Brown]
  • A. Matt Brown
    Matt Brown is an American mixed martial artist and longtime UFC welterweight known for his aggressive, brawling style and high finishing rate.
  • B. Mark Brown
    Mark Brown is an American filmmaker and screenwriter best known for writing and directing the romantic comedy film "Two Can Play That Game."
  • C. Mark Brown
    Mark Brown is a musician best known as a member of Prince’s backing band, The Revolution.
  • D. Mark Brown
    Mark Brown is a creator known for his work associated with American rapper and actress Shanté Smith, better known as Da Brat.
  • E. Mark Brown
    Mark Brown is an author known for writing the story for the work titled "Barbershop."
  • 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 Brown
Triple: [Alaskan Bush People, hasCastMember, Matt Brown]
Generated description
Matt Brown is a reality television personality best known as one of the original members of the Brown family featured on the Discovery Channel series "Alaskan Bush People."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matt Brown
Target entity description: Matt Brown is a reality television personality best known as one of the original members of the Brown family featured on the Discovery Channel series "Alaskan Bush People."
  • A. Matt Brown
    Matt Brown is an American mixed martial artist and longtime UFC welterweight known for his aggressive, brawling style and high finishing rate.
  • B. Mark Brown
    Mark Brown is a musician best known as a member of Prince’s backing band, The Revolution.
  • C. Mark Brown
    Mark Brown is an American filmmaker and screenwriter best known for writing and directing the romantic comedy film "Two Can Play That Game."
  • D. Mark Brown
    Mark Brown is a creator known for his work associated with American rapper and actress Shanté Smith, better known as Da Brat.
  • E. Mark Brown
    Mark Brown is an author known for writing the story for the work titled "Barbershop."
  • 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_6a0815f44eb881909edc41a6e4824ac2 completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a0816acfb10819081943d651aa060bf completed May 16, 2026, 7:03 a.m.
NED2 Entity disambiguation (via description) batch_6a081702e8f081908a609fefc378ce9b completed May 16, 2026, 7:04 a.m.
Created at: April 11, 2026, 3:32 p.m.