Triple

T12922094
Position Surface form Disambiguated ID Type / Status
Subject Aimee Semple McPherson E309148 entity
Predicate spouse P13 FINISHED
Object David Hutton
David Hutton was an American singer and actor best known for his controversial marriage to evangelist Aimee Semple McPherson in the early 1930s.
E1011704 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: David Hutton | Statement: [Aimee Semple McPherson, spouse, David Hutton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Hutton
Context triple: [Aimee Semple McPherson, spouse, David Hutton]
  • A. Graham Baldwin
    Graham Baldwin is a British academic and university leader who serves as the vice-chancellor of the University of Central Lancashire.
  • B. Bill Canning
    Bill Canning is a notable individual who shares the Canning surname, recognized enough to be specifically distinguished among people with that name.
  • C. Stephen Rennicks
    Stephen Rennicks is an Irish composer best known for his film scores, particularly his long-standing collaboration with director Lenny Abrahamson.
  • D. Kevin Bartlett
    Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
  • E. Ian Blackford
    Ian Blackford is a Scottish National Party politician who served as the party’s Westminster leader and represents the Ross, Skye and Lochaber constituency in the UK Parliament.
  • 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: David Hutton
Triple: [Aimee Semple McPherson, spouse, David Hutton]
Generated description
David Hutton was an American singer and actor best known for his controversial marriage to evangelist Aimee Semple McPherson in the early 1930s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Hutton
Target entity description: David Hutton was an American singer and actor best known for his controversial marriage to evangelist Aimee Semple McPherson in the early 1930s.
  • A. Graham Baldwin
    Graham Baldwin is a British academic and university leader who serves as the vice-chancellor of the University of Central Lancashire.
  • B. Bill Canning
    Bill Canning is a notable individual who shares the Canning surname, recognized enough to be specifically distinguished among people with that name.
  • C. Stephen Rennicks
    Stephen Rennicks is an Irish composer best known for his film scores, particularly his long-standing collaboration with director Lenny Abrahamson.
  • D. Kevin Bartlett
    Kevin Bartlett is a legendary Australian rules footballer and coach best known for his prolific goal-kicking and long career with the Richmond Football Club in the VFL/AFL.
  • E. Ian Blackford
    Ian Blackford is a Scottish National Party politician who served as the party’s Westminster leader and represents the Ross, Skye and Lochaber constituency in the UK Parliament.
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971e7f6e881908c7bb12283898c80 completed April 10, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af625af88190b036f97feaefe43b completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b0653ef88190ad0e3a48675ecdcc completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1a539148190be7a4f16f738ca90 completed May 3, 2026, 2:23 a.m.
Created at: April 9, 2026, 5:42 p.m.