Triple

T9553117
Position Surface form Disambiguated ID Type / Status
Subject Travis E230471 entity
Predicate member P10 FINISHED
Object Fran Healy
Fran Healy is a Scottish singer-songwriter best known as the lead vocalist and primary songwriter of the rock band Travis.
 E807061 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: Fran Healy | Statement: [Travis, member, Fran Healy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fran Healy
Context triple: [Travis, member, Fran Healy]
  • A. Robin McAuley
    Robin McAuley is an Irish rock singer best known for his work with the McAuley Schenker Group and as a longtime vocalist in various hard rock and metal projects.
  • B. Jo Hayden
    Jo Hayden is the ambitious young vaudeville singer portrayed by Judy Garland in the 1942 musical film "For Me and My Gal."
  • C. Sam Healy
    Sam Healy is a fictional prison counselor and correctional officer in the television series "Orange Is the New Black."
  • D. Jody Norris
    Jody Norris is the central female protagonist of the 1946 drama film "To Each His Own," whose life is shaped by a secret love affair and the painful decision to give up her child.
  • E. Una Healy
    Una Healy is an Irish singer and songwriter best known as a member of the British-Irish girl group The Saturdays.
  • 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: Fran Healy
Triple: [Travis, member, Fran Healy]
Generated description
Fran Healy is a Scottish singer-songwriter best known as the lead vocalist and primary songwriter of the rock band Travis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fran Healy
Target entity description: Fran Healy is a Scottish singer-songwriter best known as the lead vocalist and primary songwriter of the rock band Travis.
  • A. Robin McAuley
    Robin McAuley is an Irish rock singer best known for his work with the McAuley Schenker Group and as a longtime vocalist in various hard rock and metal projects.
  • B. Jo Hayden
    Jo Hayden is the ambitious young vaudeville singer portrayed by Judy Garland in the 1942 musical film "For Me and My Gal."
  • C. Sam Healy
    Sam Healy is a fictional prison counselor and correctional officer in the television series "Orange Is the New Black."
  • D. Jody Norris
    Jody Norris is the central female protagonist of the 1946 drama film "To Each His Own," whose life is shaped by a secret love affair and the painful decision to give up her child.
  • E. Una Healy
    Una Healy is an Irish singer and songwriter best known as a member of the British-Irish girl group The Saturdays.
  • 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_69ca847d3be8819099c9dad2a7e786f1 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99217de48190b528e14fd02ee987 completed April 1, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d15286f7c881909258b9f06a81e464 completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d154e80dc081909af88042ef0bebce completed April 4, 2026, 6:14 p.m.
NED2 Entity disambiguation (via description) batch_69d155977ab481908951906946b74248 completed April 4, 2026, 6:16 p.m.
Created at: March 30, 2026, 8:02 p.m.