Triple

T18425656
Position Surface form Disambiguated ID Type / Status
Subject The Lonely Guy E442132 entity
Predicate screenwriter P2831 FINISHED
Object Ed Weinberger
Ed Weinberger is an American television writer and producer best known for his work on classic sitcoms such as "The Mary Tyler Moore Show," "Taxi," and "The Cosby Show."
 E1479507 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: Ed Weinberger | Statement: [The Lonely Guy, screenwriter, Ed Weinberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed Weinberger
Context triple: [The Lonely Guy, screenwriter, Ed Weinberger]
  • A. Steven Fierberg
    Steven Fierberg is an American cinematographer known for his work on feature films and television series, including the romantic drama "Love & Other Drugs."
  • B. Peter Weinberger
    Peter Weinberger is a computer scientist best known as one of the creators of the AWK programming language and for his contributions to Unix at Bell Labs.
  • C. Peter J. Weinberger
    Peter J. Weinberger is an American computer scientist known for his contributions to programming languages and tools at Bell Labs, including co-creating the AWK programming language.
  • D. Robert Weinbach
    Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
  • E. Mark Rosenthal
    Mark Rosenthal is an American screenwriter known for co-writing major Hollywood films, including contributing to the story for "Star Trek VI: The Undiscovered Country."
  • 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: Ed Weinberger
Triple: [The Lonely Guy, screenwriter, Ed Weinberger]
Generated description
Ed Weinberger is an American television writer and producer best known for his work on classic sitcoms such as "The Mary Tyler Moore Show," "Taxi," and "The Cosby Show."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed Weinberger
Target entity description: Ed Weinberger is an American television writer and producer best known for his work on classic sitcoms such as "The Mary Tyler Moore Show," "Taxi," and "The Cosby Show."
  • A. Steven Fierberg
    Steven Fierberg is an American cinematographer known for his work on feature films and television series, including the romantic drama "Love & Other Drugs."
  • B. Peter Weinberger
    Peter Weinberger is a computer scientist best known as one of the creators of the AWK programming language and for his contributions to Unix at Bell Labs.
  • C. Peter J. Weinberger
    Peter J. Weinberger is an American computer scientist known for his contributions to programming languages and tools at Bell Labs, including co-creating the AWK programming language.
  • D. Robert Weinbach
    Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
  • E. Mark Rosenthal
    Mark Rosenthal is an American screenwriter known for co-writing major Hollywood films, including contributing to the story for "Star Trek VI: The Undiscovered Country."
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51b12606081908ea320fd8d5554c6 completed April 19, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09ad4449b08190bbe537d050a7d923 completed May 17, 2026, 11:57 a.m.
NEDg Description generation batch_6a09add0b7948190a68b42b0fed110fd completed May 17, 2026, noon
NED2 Entity disambiguation (via description) batch_6a09ae80cd648190a4f0bda8894fca2b completed May 17, 2026, 12:03 p.m.
Created at: April 10, 2026, 10:47 a.m.