Triple

T3960694
Position Surface form Disambiguated ID Type / Status
Subject The Housemartins E85895 entity
Predicate member P10 FINISHED
Object Paul Heaton
Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and later The Beautiful South.
 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: [The Housemartins, member, Paul Heaton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Heaton
Context triple: [The Housemartins, member, Paul Heaton]
  • A. 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.
  • B. Paul Best
    Paul Best was a 17th-century English theologian and scholar known for his unorthodox religious views, including early anti-Trinitarian beliefs.
  • C. Dan Walker
    Dan Walker was an American Democratic politician who served as the 36th governor of Illinois in the 1970s and was later convicted in a savings and loan scandal.
  • D. Phil Anderson
    Phil Anderson is an Australian former professional road cyclist renowned as one of the leading stage racers of the 1980s and the first non-European to wear the Tour de France yellow jersey.
  • E. Paul Young
    Paul Young is an American politician serving as the mayor of Memphis, Tennessee.
  • 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: [The Housemartins, member, Paul Heaton]
Generated description
Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and later The Beautiful South.
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 later The Beautiful South.
  • A. 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.
  • B. Paul Best
    Paul Best was a 17th-century English theologian and scholar known for his unorthodox religious views, including early anti-Trinitarian beliefs.
  • C. Dan Walker
    Dan Walker was an American Democratic politician who served as the 36th governor of Illinois in the 1970s and was later convicted in a savings and loan scandal.
  • D. Phil Anderson
    Phil Anderson is an Australian former professional road cyclist renowned as one of the leading stage racers of the 1980s and the first non-European to wear the Tour de France yellow jersey.
  • E. Paul Young
    Paul Young is an American politician serving as the mayor of Memphis, Tennessee.
  • 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_69aed93a96908190bcbdbfa718f155bd completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9602a7c81909743672392f832f6 completed March 9, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533b57ad08190972d385a133c73b8 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b534b3596c819088812b5835512c05 completed March 14, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69b5354ce29481909af8f0a216c3e643 completed March 14, 2026, 10:15 a.m.
Created at: March 9, 2026, 3:31 p.m.