Triple

T5641176
Position Surface form Disambiguated ID Type / Status
Subject Maura Isles E124267 entity
Predicate hasCloseColleague P11349 FINISHED
Object Barry Frost
Barry Frost is a meticulous and tech-savvy Boston Police detective from the Rizzoli & Isles series, known for his skill with computers and his partnership with Jane Rizzoli.
E542383 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: Barry Frost | Statement: [Maura Isles, hasCloseColleague, Barry Frost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barry Frost
Context triple: [Maura Isles, hasCloseColleague, Barry Frost]
  • A. Barry Morse
    Barry Morse was a British-Canadian actor best known for his role as the relentless Lt. Philip Gerard in the classic television series "The Fugitive."
  • B. Barry Andrews
    Barry Andrews is an English keyboardist and songwriter best known for his work with the new wave bands XTC and Shriekback.
  • C. Steve Barry
    Steve Barry is a relatively obscure individual whose specific public achievements or profession are not widely documented.
  • D. Barry Robinson
    Barry Robinson is a recurring character from the animated TV series "American Dad!", known as one of Steve Smith’s nerdy yet unpredictably dangerous friends.
  • E. Barry Kelley
    Barry Kelley was an American character actor known for his tough, authoritative roles in mid-20th-century film noir and crime dramas.
  • 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: Barry Frost
Triple: [Maura Isles, hasCloseColleague, Barry Frost]
Generated description
Barry Frost is a meticulous and tech-savvy Boston Police detective from the Rizzoli & Isles series, known for his skill with computers and his partnership with Jane Rizzoli.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barry Frost
Target entity description: Barry Frost is a meticulous and tech-savvy Boston Police detective from the Rizzoli & Isles series, known for his skill with computers and his partnership with Jane Rizzoli.
  • A. Barry Morse
    Barry Morse was a British-Canadian actor best known for his role as the relentless Lt. Philip Gerard in the classic television series "The Fugitive."
  • B. Barry Andrews
    Barry Andrews is an English keyboardist and songwriter best known for his work with the new wave bands XTC and Shriekback.
  • C. Steve Barry
    Steve Barry is a relatively obscure individual whose specific public achievements or profession are not widely documented.
  • D. Barry Robinson
    Barry Robinson is a recurring character from the animated TV series "American Dad!", known as one of Steve Smith’s nerdy yet unpredictably dangerous friends.
  • E. Barry Kelley
    Barry Kelley was an American character actor known for his tough, authoritative roles in mid-20th-century film noir and crime dramas.
  • 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_69c00824643c81909ffdb888a2d35189 completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c02286a14481908703ec1741343b76 completed March 22, 2026, 5:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a1a14208190a0934d7c6cf0fd5e completed March 22, 2026, 9:07 p.m.
NEDg Description generation batch_69c05e02edc48190938613946f19df01 completed March 22, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c06209c3588190a6ededf9c198d5c5 completed March 22, 2026, 9:41 p.m.
Created at: March 22, 2026, 3:41 p.m.