Triple

T5751765
Position Surface form Disambiguated ID Type / Status
Subject LuckyChap Entertainment E126869 entity
Predicate coFounder P2835 FINISHED
Object Josey McNamara
Josey McNamara is a film producer best known as a co-founder and key creative force behind the production company LuckyChap Entertainment.
E548984 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: Josey McNamara | Statement: [LuckyChap Entertainment, coFounder, Josey McNamara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Josey McNamara
Context triple: [LuckyChap Entertainment, coFounder, Josey McNamara]
  • A. Zahn McClarnon
    Zahn McClarnon is a Native American actor known for his intense, nuanced performances in television series such as "Longmire," "Westworld," "Reservation Dogs," and Marvel's "Hawkeye."
  • B. Hunter McCracken
    Hunter McCracken is an American actor best known for his lead role as young Jack in Terrence Malick’s acclaimed film "The Tree of Life."
  • C. Joel Fitzgibbon
    Joel Fitzgibbon is an Australian Labor Party politician who served as the federal Member of Parliament for Hunter and held several ministerial roles, including Minister for Defence.
  • D. Ryan McKenzie
    Ryan McKenzie is a central character in the romantic suspense novel "Watch Over Me," around whom much of the story’s emotional and dramatic tension revolves.
  • E. Jesse Frasure
    Jesse Frasure is an American songwriter, producer, and DJ known for his work in contemporary country and pop music, collaborating with major artists across the Nashville scene.
  • 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: Josey McNamara
Triple: [LuckyChap Entertainment, coFounder, Josey McNamara]
Generated description
Josey McNamara is a film producer best known as a co-founder and key creative force behind the production company LuckyChap Entertainment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Josey McNamara
Target entity description: Josey McNamara is a film producer best known as a co-founder and key creative force behind the production company LuckyChap Entertainment.
  • A. Zahn McClarnon
    Zahn McClarnon is a Native American actor known for his intense, nuanced performances in television series such as "Longmire," "Westworld," "Reservation Dogs," and Marvel's "Hawkeye."
  • B. Hunter McCracken
    Hunter McCracken is an American actor best known for his lead role as young Jack in Terrence Malick’s acclaimed film "The Tree of Life."
  • C. Joel Fitzgibbon
    Joel Fitzgibbon is an Australian Labor Party politician who served as the federal Member of Parliament for Hunter and held several ministerial roles, including Minister for Defence.
  • D. Ryan McKenzie
    Ryan McKenzie is a central character in the romantic suspense novel "Watch Over Me," around whom much of the story’s emotional and dramatic tension revolves.
  • E. Jesse Frasure
    Jesse Frasure is an American songwriter, producer, and DJ known for his work in contemporary country and pop music, collaborating with major artists across the Nashville scene.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0288b580c81909e1289982b106695 completed March 22, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097fcba40819097543d151b890788 completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09990da18819099fdc8f25f2ddef2 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:48 p.m.