Triple

T9232920
Position Surface form Disambiguated ID Type / Status
Subject Brooks E221862 entity
Predicate hasNotableBearer P458 FINISHED
Object Michael Brooks (political commentator)
Michael Brooks was an American political commentator, author, and host of "The Michael Brooks Show," known for his leftist, internationalist analysis and sharp, humorous critiques of politics and media.
E786141 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: Michael Brooks (political commentator) | Statement: [Brooks, hasNotableBearer, Michael Brooks (political commentator)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Brooks (political commentator)
Context triple: [Brooks, hasNotableBearer, Michael Brooks (political commentator)]
  • A. Michael Brooks
    Michael Brooks was an American basketball player best known as a standout forward at La Salle University who went on to play professionally in the NBA and overseas.
  • B. Andrew Neil
    Andrew Neil is a veteran British journalist and broadcaster known for his incisive political interviews and leadership roles at major UK media outlets.
  • C. Lem Dobbs
    Lem Dobbs is a British-American screenwriter known for his work on films such as "Dark City," "The Limey," and "The Score."
  • D. Andrew Cockburn
    Andrew Cockburn is a British-American journalist and author known for his investigative reporting and books on national security, military affairs, and U.S. foreign policy.
  • E. Neil Warburton
    Neil Warburton is an individual whose name is associated with the use of the item or concept referred to as "Warburton," though specific widely known biographical or professional details are not clearly established.
  • 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: Michael Brooks (political commentator)
Triple: [Brooks, hasNotableBearer, Michael Brooks (political commentator)]
Generated description
Michael Brooks was an American political commentator, author, and host of "The Michael Brooks Show," known for his leftist, internationalist analysis and sharp, humorous critiques of politics and media.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Brooks (political commentator)
Target entity description: Michael Brooks was an American political commentator, author, and host of "The Michael Brooks Show," known for his leftist, internationalist analysis and sharp, humorous critiques of politics and media.
  • A. Michael Brooks
    Michael Brooks was an American basketball player best known as a standout forward at La Salle University who went on to play professionally in the NBA and overseas.
  • B. Andrew Neil
    Andrew Neil is a veteran British journalist and broadcaster known for his incisive political interviews and leadership roles at major UK media outlets.
  • C. Lem Dobbs
    Lem Dobbs is a British-American screenwriter known for his work on films such as "Dark City," "The Limey," and "The Score."
  • D. Andrew Cockburn
    Andrew Cockburn is a British-American journalist and author known for his investigative reporting and books on national security, military affairs, and U.S. foreign policy.
  • E. Neil Warburton
    Neil Warburton is an individual whose name is associated with the use of the item or concept referred to as "Warburton," though specific widely known biographical or professional details are not clearly established.
  • 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_69ca83ed628c8190bc02d641e57f097f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccee1a7e9881908e0c11f242162017 completed April 1, 2026, 10:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077bb5b10819083fd2de3ed7d69a4 completed April 4, 2026, 2:30 a.m.
NEDg Description generation batch_69d079227348819083cc2c1bb36831f0 completed April 4, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69d07980eb1481909450ec1e6537587f completed April 4, 2026, 2:37 a.m.
Created at: March 30, 2026, 7:29 p.m.