Triple

T12382991
Position Surface form Disambiguated ID Type / Status
Subject Facts and Fears: Hard Truths from a Life in Intelligence E295788 entity
Predicate coAuthor P398 FINISHED
Object Trey Brown
Trey Brown is a co-author of the nonfiction book "Facts and Fears: Hard Truths from a Life in Intelligence," which examines U.S. intelligence operations and national security.
E979093 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: Trey Brown | Statement: [Facts and Fears: Hard Truths from a Life in Intelligence, coAuthor, Trey Brown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trey Brown
Context triple: [Facts and Fears: Hard Truths from a Life in Intelligence, coAuthor, Trey Brown]
  • A. Bryce Drew
    Bryce Drew is an American former NBA player and college basketball coach best known for his memorable game-winning shot for Valparaiso in the 1998 NCAA Tournament and subsequent coaching career.
  • B. Darryl Frank
    Darryl Frank is an American television and film producer known for his work on high-profile series such as Falling Skies and other Amblin Television projects.
  • C. Lionel Hollins
    Lionel Hollins is a former NBA guard and championship-winning player who later became a head coach in the league, most notably with the Memphis Grizzlies.
  • D. Larry Brown
    Larry Brown is a former NFL cornerback best known for his standout performance with the Dallas Cowboys, including earning MVP honors in their Super Bowl XXX victory.
  • E. Larry Brown
    Larry Brown is an American basketball coach and former point guard renowned for winning championships at both the professional and collegiate levels and for leading multiple NBA franchises.
  • 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: Trey Brown
Triple: [Facts and Fears: Hard Truths from a Life in Intelligence, coAuthor, Trey Brown]
Generated description
Trey Brown is a co-author of the nonfiction book "Facts and Fears: Hard Truths from a Life in Intelligence," which examines U.S. intelligence operations and national security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trey Brown
Target entity description: Trey Brown is a co-author of the nonfiction book "Facts and Fears: Hard Truths from a Life in Intelligence," which examines U.S. intelligence operations and national security.
  • A. Bryce Drew
    Bryce Drew is an American former NBA player and college basketball coach best known for his memorable game-winning shot for Valparaiso in the 1998 NCAA Tournament and subsequent coaching career.
  • B. Darryl Frank
    Darryl Frank is an American television and film producer known for his work on high-profile series such as Falling Skies and other Amblin Television projects.
  • C. Lionel Hollins
    Lionel Hollins is a former NBA guard and championship-winning player who later became a head coach in the league, most notably with the Memphis Grizzlies.
  • D. Larry Brown
    Larry Brown is a former NFL cornerback best known for his standout performance with the Dallas Cowboys, including earning MVP honors in their Super Bowl XXX victory.
  • E. Larry Brown
    Larry Brown is an American basketball coach and former point guard renowned for winning championships at both the professional and collegiate levels and for leading multiple NBA franchises.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fbc3f608190b0ee3c4f304a94db completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac78c5c81909fb3d63bc6c9cc01 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62be4de888190aac94d441748d295 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62d51ab8081909c6f534051019dca completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:54 p.m.