Triple

T14807054
Position Surface form Disambiguated ID Type / Status
Subject Outlaw E348064 entity
Predicate executiveProducer P7225 FINISHED
Object Richard Schwartz
Richard Schwartz is a film and television producer best known for his work as an executive producer on the crime drama series "Outlaw."
E1120269 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: Richard Schwartz | Statement: [Outlaw, executiveProducer, Richard Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Schwartz
Context triple: [Outlaw, executiveProducer, Richard Schwartz]
  • A. Richard L. Schwartz
    Richard L. Schwartz is a mathematician known for his work in logic and theoretical computer science, including mentoring future Turing Award–winning researcher Edmund M. Clarke.
  • B. Robert Schwartz
    Robert Schwartz is known as the brother of famed American actor Tony Curtis.
  • C. Richard Donald Schwartzberg
    Richard Donald Schwartzberg, better known as Richard Donner, was an influential American film director and producer renowned for movies such as "Superman," "The Omen," and "Lethal Weapon."
  • D. Douglas Schwartz
    Douglas Schwartz is a film producer known for his work on the inspirational biographical drama "Soul Surfer."
  • E. Douglas Schwartz
    Douglas Schwartz is an American television and film producer best known for his work on the Baywatch franchise.
  • 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: Richard Schwartz
Triple: [Outlaw, executiveProducer, Richard Schwartz]
Generated description
Richard Schwartz is a film and television producer best known for his work as an executive producer on the crime drama series "Outlaw."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Schwartz
Target entity description: Richard Schwartz is a film and television producer best known for his work as an executive producer on the crime drama series "Outlaw."
  • A. Richard L. Schwartz
    Richard L. Schwartz is a mathematician known for his work in logic and theoretical computer science, including mentoring future Turing Award–winning researcher Edmund M. Clarke.
  • B. Robert Schwartz
    Robert Schwartz is known as the brother of famed American actor Tony Curtis.
  • C. Richard Donald Schwartzberg
    Richard Donald Schwartzberg, better known as Richard Donner, was an influential American film director and producer renowned for movies such as "Superman," "The Omen," and "Lethal Weapon."
  • D. Douglas Schwartz
    Douglas Schwartz is a film producer known for his work on the inspirational biographical drama "Soul Surfer."
  • E. Douglas Schwartz
    Douglas Schwartz is an American television and film producer best known for his work on the Baywatch franchise.
  • 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_69d822ea8b7c819097dfadf3d45545e6 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decf33b6a08190ab6a4cfeda2cc09c completed April 14, 2026, 11:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24c8bc6881908736c029943997ae completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe28222dc48190bca61ea273172950 completed May 8, 2026, 6:14 p.m.
NED2 Entity disambiguation (via description) batch_69fe28ba11a4819092e13669c53e6ecd completed May 8, 2026, 6:17 p.m.
Created at: April 10, 2026, 1:41 a.m.