Triple

T12374219
Position Surface form Disambiguated ID Type / Status
Subject Perfect Couples E295080 entity
Predicate stars P1956 FINISHED
Object David Walton
David Walton is an American actor best known for his comedic roles in television series such as "Perfect Couples" and "About a Boy."
E984796 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 Walton | Statement: [Perfect Couples, stars, David Walton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Walton
Context triple: [Perfect Couples, stars, David Walton]
  • A. Joe Walton
    Joe Walton was an American football coach best known for his tenure as head coach of the New York Jets in the 1980s and later as the founding head coach of Robert Morris University's football program.
  • B. Teddy Walton
    Teddy Walton is an American record producer known for his atmospheric, genre-blending hip-hop and R&B work with artists like Kendrick Lamar, Bryson Tiller, and A$AP Rocky.
  • C. Bill Wennington
    Bill Wennington is a former Canadian professional basketball center best known for winning three NBA championships with the Chicago Bulls in the 1990s.
  • D. Jim Walton
    Jim Walton is an American billionaire heir to the Walmart fortune, known for his role in the Walton family’s business and philanthropic activities.
  • E. Roy Watts
    Roy Watts is an editor known for his work on the British television drama series "Kes."
  • 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 Walton
Triple: [Perfect Couples, stars, David Walton]
Generated description
David Walton is an American actor best known for his comedic roles in television series such as "Perfect Couples" and "About a Boy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Walton
Target entity description: David Walton is an American actor best known for his comedic roles in television series such as "Perfect Couples" and "About a Boy."
  • A. Joe Walton
    Joe Walton was an American football coach best known for his tenure as head coach of the New York Jets in the 1980s and later as the founding head coach of Robert Morris University's football program.
  • B. Teddy Walton
    Teddy Walton is an American record producer known for his atmospheric, genre-blending hip-hop and R&B work with artists like Kendrick Lamar, Bryson Tiller, and A$AP Rocky.
  • C. Bill Wennington
    Bill Wennington is a former Canadian professional basketball center best known for winning three NBA championships with the Chicago Bulls in the 1990s.
  • D. Jim Walton
    Jim Walton is an American billionaire heir to the Walmart fortune, known for his role in the Walton family’s business and philanthropic activities.
  • E. Roy Watts
    Roy Watts is an editor known for his work on the British television drama series "Kes."
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa8ca7c8190b3f8e9c2ec23e837 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63ef6084c8190960f0df7e10066e2 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640874a0481908d9203b48304d866 completed May 2, 2026, 6:20 p.m.
NED2 Entity disambiguation (via description) batch_69f641287f888190bc7000c256c362d3 completed May 2, 2026, 6:23 p.m.
Created at: April 8, 2026, 9:54 p.m.