Triple

T6220413
Position Surface form Disambiguated ID Type / Status
Subject Naked Gun 33⅓: The Final Insult E139097 entity
Predicate screenwriter P2831 FINISHED
Object Robert LoCash
Robert LoCash is an American screenwriter best known for co-writing the comedy film "Naked Gun 33⅓: The Final Insult."
E578739 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: Robert LoCash | Statement: [Naked Gun 33⅓: The Final Insult, screenwriter, Robert LoCash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert LoCash
Context triple: [Naked Gun 33⅓: The Final Insult, screenwriter, Robert LoCash]
  • A. Mark Womack
    Mark Womack is a British actor known for his work in television dramas such as "Liverpool 1" and "Murphy's Law."
  • B. Wayne Newman
    Wayne Newman is an individual notable enough to be recognized as a bearer of the surname Newman, though specific widely known achievements or roles are not clearly documented.
  • C. Dwight Yoakam
    Dwight Yoakam is an American country music singer-songwriter and actor known for his honky-tonk revival sound and distinctive fashion style.
  • D. Michael Houser
    Michael Houser was an American guitarist and founding member of the jam band Widespread Panic, known for his melodic, atmospheric lead guitar style.
  • E. Tim McDermott
    Tim McDermott is a sports executive known for his leadership role with Major League Soccer’s Philadelphia Union.
  • 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: Robert LoCash
Triple: [Naked Gun 33⅓: The Final Insult, screenwriter, Robert LoCash]
Generated description
Robert LoCash is an American screenwriter best known for co-writing the comedy film "Naked Gun 33⅓: The Final Insult."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert LoCash
Target entity description: Robert LoCash is an American screenwriter best known for co-writing the comedy film "Naked Gun 33⅓: The Final Insult."
  • A. Mark Womack
    Mark Womack is a British actor known for his work in television dramas such as "Liverpool 1" and "Murphy's Law."
  • B. Wayne Newman
    Wayne Newman is an individual notable enough to be recognized as a bearer of the surname Newman, though specific widely known achievements or roles are not clearly documented.
  • C. Dwight Yoakam
    Dwight Yoakam is an American country music singer-songwriter and actor known for his honky-tonk revival sound and distinctive fashion style.
  • D. Michael Houser
    Michael Houser was an American guitarist and founding member of the jam band Widespread Panic, known for his melodic, atmospheric lead guitar style.
  • E. Tim McDermott
    Tim McDermott is a sports executive known for his leadership role with Major League Soccer’s Philadelphia Union.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062bbb768819099402d367f124639 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dc349b481909ce369a82fa96412 completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c214980bbc8190b188b3c821ea13ea completed March 24, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c2157d43048190a0376cdc9024c5f9 completed March 24, 2026, 4:39 a.m.
Created at: March 22, 2026, 4:21 p.m.