Triple

T13384496
Position Surface form Disambiguated ID Type / Status
Subject Without a Trace E319404 entity
Predicate creator P184 FINISHED
Object Hank Steinberg
Hank Steinberg is an American television writer and producer best known for creating and executive producing the crime drama series "Without a Trace."
E1049662 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: Hank Steinberg | Statement: [Without a Trace, creator, Hank Steinberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hank Steinberg
Context triple: [Without a Trace, creator, Hank Steinberg]
  • A. Pete Steinkopf
    Pete Steinkopf is an American guitarist best known as a founding member of the New Jersey punk rock band The Bouncing Souls.
  • B. Bud Bergstein
    Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
  • C. Max Steinberg
    Max Steinberg is an American professional poker player known for his success in World Series of Poker events, including winning a WSOP bracelet.
  • D. Marty Hornstein
    Marty Hornstein was a film and television producer best known for his work on the Star Trek franchise, including the feature film "Star Trek: First Contact."
  • E. Herb Steinberg
    Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work 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: Hank Steinberg
Triple: [Without a Trace, creator, Hank Steinberg]
Generated description
Hank Steinberg is an American television writer and producer best known for creating and executive producing the crime drama series "Without a Trace."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hank Steinberg
Target entity description: Hank Steinberg is an American television writer and producer best known for creating and executive producing the crime drama series "Without a Trace."
  • A. Pete Steinkopf
    Pete Steinkopf is an American guitarist best known as a founding member of the New Jersey punk rock band The Bouncing Souls.
  • B. Bud Bergstein
    Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
  • C. Max Steinberg
    Max Steinberg is an American professional poker player known for his success in World Series of Poker events, including winning a WSOP bracelet.
  • D. Marty Hornstein
    Marty Hornstein was a film and television producer best known for his work on the Star Trek franchise, including the feature film "Star Trek: First Contact."
  • E. Herb Steinberg
    Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce80158819082156eaeaeda3bd8 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76b9ec6848190b8e986d849756050 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f7763fc23c819098d46ab0906b8764 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f779178dc48190bb0de790de30d8b0 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:33 p.m.