Triple

T6960364
Position Surface form Disambiguated ID Type / Status
Subject Chvrches E161352 entity
Predicate hasMember P10 FINISHED
Object Martin Doherty
Martin Doherty is a Scottish musician and producer best known as a member of the synth-pop band Chvrches.
 E641410 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: Martin Doherty | Statement: [Chvrches, hasMember, Martin Doherty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Doherty
Context triple: [Chvrches, hasMember, Martin Doherty]
  • A. Patrick Doherty
    Patrick Doherty was one of the unarmed civil rights marchers shot and killed by British soldiers during the Bloody Sunday massacre in Derry, Northern Ireland, in 1972.
  • B. 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."
  • C. Tom Doherty
    Tom Doherty is an American publisher best known as the founder of the science fiction and fantasy imprint Tor Books.
  • D. Andrew Duggan
    Andrew Duggan was an American character actor known for his prolific work in film and television from the 1950s through the 1980s.
  • E. Jim O’Doherty
    Jim O’Doherty is an American television writer and producer known for creating and working on various youth-oriented comedy series.
  • 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: Martin Doherty
Triple: [Chvrches, hasMember, Martin Doherty]
Generated description
Martin Doherty is a Scottish musician and producer best known as a member of the synth-pop band Chvrches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Doherty
Target entity description: Martin Doherty is a Scottish musician and producer best known as a member of the synth-pop band Chvrches.
  • A. Patrick Doherty
    Patrick Doherty was one of the unarmed civil rights marchers shot and killed by British soldiers during the Bloody Sunday massacre in Derry, Northern Ireland, in 1972.
  • B. 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."
  • C. Tom Doherty
    Tom Doherty is an American publisher best known as the founder of the science fiction and fantasy imprint Tor Books.
  • D. Andrew Duggan
    Andrew Duggan was an American character actor known for his prolific work in film and television from the 1950s through the 1980s.
  • E. Jim O’Doherty
    Jim O’Doherty is an American television writer and producer known for creating and working on various youth-oriented comedy series.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6daeee4d48190b078beeebb0053f4 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c7bb480819092f2ec7b65fb4d28 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79ce606c08190958b23c259f99296 completed March 28, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_69c79d7416c48190a2d47490eed0d6c1 completed March 28, 2026, 9:20 a.m.
Created at: March 27, 2026, 2:29 p.m.