Triple

T16556143
Position Surface form Disambiguated ID Type / Status
Subject Flag Day E402206 entity
Predicate composer P1361 FINISHED
Object Paul Heaton
Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and The Beautiful South, noted for his sharp, socially observant lyrics and melodic pop sensibilities.
 E402200 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: Paul Heaton | Statement: [Flag Day, composer, Paul Heaton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Heaton
Context triple: [Flag Day, composer, Paul Heaton]
  • A. Paul Heaton
    Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and later The Beautiful South.
  • B. Mike Towry
    Mike Towry is an American organizer and historian best known as one of the original co-founders of what became San Diego Comic-Con, the influential pop culture convention.
  • C. Mick Hucknall
    Mick Hucknall is an English singer and songwriter best known as the lead vocalist and founder of the soul and pop band Simply Red.
  • D. Alan McNeil
    Alan McNeil is an editor known for his work on the publication "The Cat's-Paw."
  • E. Frank McAvennie
    Frank McAvennie is a former Scottish professional footballer and striker best known for his prolific spells with St Mirren, West Ham United, and Celtic during the 1980s.
  • 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: Paul Heaton
Triple: [Flag Day, composer, Paul Heaton]
Generated description
Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and The Beautiful South, noted for his sharp, socially observant lyrics and melodic pop sensibilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Heaton
Target entity description: Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and The Beautiful South, noted for his sharp, socially observant lyrics and melodic pop sensibilities.
  • A. Paul Heaton chosen
    Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and later The Beautiful South.
  • B. Mike Towry
    Mike Towry is an American organizer and historian best known as one of the original co-founders of what became San Diego Comic-Con, the influential pop culture convention.
  • C. Mick Hucknall
    Mick Hucknall is an English singer and songwriter best known as the lead vocalist and founder of the soul and pop band Simply Red.
  • D. Alan McNeil
    Alan McNeil is an editor known for his work on the publication "The Cat's-Paw."
  • E. Frank McAvennie
    Frank McAvennie is a former Scottish professional footballer and striker best known for his prolific spells with St Mirren, West Ham United, and Celtic during the 1980s.
  • F. None of above.

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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc99f648190b40869ce52d351c8 completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00c794355881908fdec356d12a5635 completed May 10, 2026, 5:59 p.m.
NEDg Description generation batch_6a00c820f0a0819084348f8490d6c7e5 completed May 10, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00c88213988190b2d8f80d0fa9d15f completed May 10, 2026, 6:03 p.m.
Created at: April 10, 2026, 5:15 a.m.