Triple

T4339783
Position Surface form Disambiguated ID Type / Status
Subject People's Democracy E97550 entity
Predicate notableMember P10 FINISHED
Object Kevin Boyle
Kevin Boyle was a prominent Northern Irish civil rights activist, lawyer, and academic known for his work on human rights and involvement in the civil rights movement.
 E461263 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: Kevin Boyle | Statement: [People's Democracy, notableMember, Kevin Boyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kevin Boyle
Context triple: [People's Democracy, notableMember, Kevin Boyle]
  • A. Christopher John Boyle
    Christopher John Boyle, better known as Chris Cornell, was an American rock musician and singer-songwriter famed as the powerful lead vocalist of Soundgarden and Audioslave.
  • B. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • C. Brian Callaghan
    Brian Callaghan is a personal name shared by multiple individuals, typically of Irish or British origin, who may be notable in various professional or public contexts.
  • D. John Doherty
    John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
  • E. Tim Boyle
    Tim Boyle is an American businessman best known as the longtime CEO of Columbia Sportswear, the company built by his mother Gert Boyle.
  • 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: Kevin Boyle
Triple: [People's Democracy, notableMember, Kevin Boyle]
Generated description
Kevin Boyle was a prominent Northern Irish civil rights activist, lawyer, and academic known for his work on human rights and involvement in the civil rights movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kevin Boyle
Target entity description: Kevin Boyle was a prominent Northern Irish civil rights activist, lawyer, and academic known for his work on human rights and involvement in the civil rights movement.
  • A. Christopher John Boyle
    Christopher John Boyle, better known as Chris Cornell, was an American rock musician and singer-songwriter famed as the powerful lead vocalist of Soundgarden and Audioslave.
  • B. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • C. Brian Callaghan
    Brian Callaghan is a personal name shared by multiple individuals, typically of Irish or British origin, who may be notable in various professional or public contexts.
  • D. John Doherty
    John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
  • E. Tim Boyle
    Tim Boyle is an American businessman best known as the longtime CEO of Columbia Sportswear, the company built by his mother Gert Boyle.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516f92588190bdf004d8020c1203 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03295174819096d299919a6d7e57 completed March 21, 2026, 2:32 a.m.
NEDg Description generation batch_69be04ad843c8190b3c8dfa4a46e727b completed March 21, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69be0529868c8190b20e8966315b263a completed March 21, 2026, 2:40 a.m.
Created at: March 12, 2026, 11:14 p.m.