Triple

T4559688
Position Surface form Disambiguated ID Type / Status
Subject Third Watch E120562 entity
Predicate creator P184 FINISHED
Object Edward Allen Bernero
Edward Allen Bernero is an American television writer, producer, and director best known for his work on crime and procedural dramas such as Third Watch and Criminal Minds.
 E452249 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: Edward Allen Bernero | Statement: [Third Watch, creator, Edward Allen Bernero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edward Allen Bernero
Context triple: [Third Watch, creator, Edward Allen Bernero]
  • A. Edward Albert Heimberger
    Edward Albert Heimberger, better known as Eddie Albert, was an American actor and activist best known for starring in the television sitcom "Green Acres" and for his work in film and environmental causes.
  • B. Edwin Blashfield
    Edwin Blashfield was an American muralist and painter best known for his large-scale allegorical works in prominent public buildings across the United States.
  • C. Jerome Boger
    Jerome Boger is a former NFL official best known for serving as the head referee in Super Bowl XLVII.
  • D. Ralph Berkowitz
    Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
  • E. Albert Maltz
    Albert Maltz was an American novelist, playwright, and screenwriter, best known as one of the Hollywood Ten who was blacklisted during the McCarthy era for his alleged communist affiliations.
  • 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: Edward Allen Bernero
Triple: [Third Watch, creator, Edward Allen Bernero]
Generated description
Edward Allen Bernero is an American television writer, producer, and director best known for his work on crime and procedural dramas such as Third Watch and Criminal Minds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edward Allen Bernero
Target entity description: Edward Allen Bernero is an American television writer, producer, and director best known for his work on crime and procedural dramas such as Third Watch and Criminal Minds.
  • A. Edward Albert Heimberger
    Edward Albert Heimberger, better known as Eddie Albert, was an American actor and activist best known for starring in the television sitcom "Green Acres" and for his work in film and environmental causes.
  • B. Edwin Blashfield
    Edwin Blashfield was an American muralist and painter best known for his large-scale allegorical works in prominent public buildings across the United States.
  • C. Jerome Boger
    Jerome Boger is a former NFL official best known for serving as the head referee in Super Bowl XLVII.
  • D. Ralph Berkowitz
    Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
  • E. Albert Maltz
    Albert Maltz was an American novelist, playwright, and screenwriter, best known as one of the Hollywood Ten who was blacklisted during the McCarthy era for his alleged communist affiliations.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd582b871c8190be0b70c76d639000 completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc593eaf881908a9043366230b391 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc5f0b52c8190bbfa2a6a22d56725 completed March 20, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69bdc63b1e0881908f861f7c9c5ce3ac completed March 20, 2026, 10:12 p.m.
Created at: March 20, 2026, 1:09 p.m.