Triple

T10482282
Position Surface form Disambiguated ID Type / Status
Subject CB4 E247201 entity
Predicate writer P1360 FINISHED
Object Robert LoCash
Robert LoCash is a screenwriter best known for his work on the 1993 hip-hop comedy film "CB4."
 E864802 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: [CB4, writer, Robert LoCash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert LoCash
Context triple: [CB4, writer, Robert LoCash]
  • A. Robert LoCash
    Robert LoCash is an American screenwriter best known for co-writing the comedy film "Naked Gun 33⅓: The Final Insult."
  • B. Danny Cash
    Danny Cash is a musician best known for being an early member of the American rock band My Morning Jacket.
  • C. Aaron Tippin
    Aaron Tippin is an American country music singer-songwriter known for his patriotic themes and blue-collar anthems, particularly popular in the 1990s and early 2000s.
  • D. Mark Womack
    Mark Womack is a British actor known for his work in television dramas such as "Liverpool 1" and "Murphy's Law."
  • E. 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.
  • 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: [CB4, writer, Robert LoCash]
Generated description
Robert LoCash is a screenwriter best known for his work on the 1993 hip-hop comedy film "CB4."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert LoCash
Target entity description: Robert LoCash is a screenwriter best known for his work on the 1993 hip-hop comedy film "CB4."
  • A. Robert LoCash
    Robert LoCash is an American screenwriter best known for co-writing the comedy film "Naked Gun 33⅓: The Final Insult."
  • B. Danny Cash
    Danny Cash is a musician best known for being an early member of the American rock band My Morning Jacket.
  • C. Aaron Tippin
    Aaron Tippin is an American country music singer-songwriter known for his patriotic themes and blue-collar anthems, particularly popular in the 1990s and early 2000s.
  • D. Mark Womack
    Mark Womack is a British actor known for his work in television dramas such as "Liverpool 1" and "Murphy's Law."
  • E. 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.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5095d21c08190a0b2f3e57fabb1d8 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8a03336988190bc1e61126fe576be completed April 10, 2026, 7:01 a.m.
NEDg Description generation batch_69d8a166404881909c28141fefea2936 completed April 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69d8a2c550ac81908444c6abfe14698a completed April 10, 2026, 7:12 a.m.
Created at: April 6, 2026, 12:22 p.m.