Triple

T14363016
Position Surface form Disambiguated ID Type / Status
Subject We're the Millers E356151 entity
Predicate producer P490 FINISHED
Object Happy Walters
Happy Walters is an American film producer and talent manager known for his work on popular comedies and for representing high-profile entertainment and sports clients.
E1094623 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: Happy Walters | Statement: [We're the Millers, producer, Happy Walters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Happy Walters
Context triple: [We're the Millers, producer, Happy Walters]
  • A. Ian Walters
    Ian Walters was a British sculptor best known for his politically engaged public monuments, including prominent statues of anti-apartheid leader Nelson Mandela.
  • B. Sam Watters
    Sam Watters is an American songwriter and record producer best known as a member of the 1990s R&B group Color Me Badd and for writing and producing hits for artists like Jessica Simpson, Kelly Clarkson, and Anastacia.
  • C. Michael Watts
    Michael Watts is a notable individual whose name is associated with the surname Watts, though additional context is needed to distinguish his specific identity or achievements.
  • D. Andrew Loog Oldham
    Andrew Loog Oldham is a British record producer and former manager best known for shaping the early career and sound of The Rolling Stones in the 1960s.
  • E. Tim Welsh
    Tim Welsh is an American college basketball coach best known for his successful tenure leading the Providence College Friars in the late 1990s and early 2000s.
  • 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: Happy Walters
Triple: [We're the Millers, producer, Happy Walters]
Generated description
Happy Walters is an American film producer and talent manager known for his work on popular comedies and for representing high-profile entertainment and sports clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Happy Walters
Target entity description: Happy Walters is an American film producer and talent manager known for his work on popular comedies and for representing high-profile entertainment and sports clients.
  • A. Ian Walters
    Ian Walters was a British sculptor best known for his politically engaged public monuments, including prominent statues of anti-apartheid leader Nelson Mandela.
  • B. Sam Watters
    Sam Watters is an American songwriter and record producer best known as a member of the 1990s R&B group Color Me Badd and for writing and producing hits for artists like Jessica Simpson, Kelly Clarkson, and Anastacia.
  • C. Michael Watts
    Michael Watts is a notable individual whose name is associated with the surname Watts, though additional context is needed to distinguish his specific identity or achievements.
  • D. Andrew Loog Oldham
    Andrew Loog Oldham is a British record producer and former manager best known for shaping the early career and sound of The Rolling Stones in the 1960s.
  • E. Tim Welsh
    Tim Welsh is an American college basketball coach best known for his successful tenure leading the Providence College Friars in the late 1990s and early 2000s.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fabec088190bd8128371b29e958 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c4aba788190bd5ab8cbc772dcf1 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4cd74d188190996367ab885c5531 completed May 8, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd4d5b489081908016e62d4db476ce completed May 8, 2026, 2:41 a.m.
Created at: April 10, 2026, 1:15 a.m.