Triple

T14412872
Position Surface form Disambiguated ID Type / Status
Subject There's Something About Mary E357374 entity
Predicate producer P490 FINISHED
Object Michael Steinberg
Michael Steinberg is a film producer best known for his work on the hit comedy "There's Something About Mary."
E1097614 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: Michael Steinberg | Statement: [There's Something About Mary, producer, Michael Steinberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Steinberg
Context triple: [There's Something About Mary, producer, Michael Steinberg]
  • A. Michael Steinberg
    Michael Steinberg is an American film director and screenwriter best known for his work on independent dramas in the 1990s.
  • B. Michael P. Steinberg
    Michael P. Steinberg is an American historian and musicologist known for his scholarship on German cultural and intellectual history and his leadership roles in higher education.
  • C. George Avakian
    George Avakian was an influential American record producer and jazz historian known for his pioneering work in modern jazz recording and album production, particularly at Columbia Records.
  • D. Larry Levine
    Larry Levine was an influential American recording engineer best known for his work with producer Phil Spector on landmark 1960s pop recordings.
  • E. Marvin Jack Richman
    Marvin Jack Richman, better known professionally as Peter Mark Richman, was an American actor recognized for his extensive work in television, film, and theater from the mid-20th century onward.
  • 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: Michael Steinberg
Triple: [There's Something About Mary, producer, Michael Steinberg]
Generated description
Michael Steinberg is a film producer best known for his work on the hit comedy "There's Something About Mary."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Steinberg
Target entity description: Michael Steinberg is a film producer best known for his work on the hit comedy "There's Something About Mary."
  • A. Michael Steinberg
    Michael Steinberg is an American film director and screenwriter best known for his work on independent dramas in the 1990s.
  • B. Michael P. Steinberg
    Michael P. Steinberg is an American historian and musicologist known for his scholarship on German cultural and intellectual history and his leadership roles in higher education.
  • C. George Avakian
    George Avakian was an influential American record producer and jazz historian known for his pioneering work in modern jazz recording and album production, particularly at Columbia Records.
  • D. Larry Levine
    Larry Levine was an influential American recording engineer best known for his work with producer Phil Spector on landmark 1960s pop recordings.
  • E. Marvin Jack Richman
    Marvin Jack Richman, better known professionally as Peter Mark Richman, was an American actor recognized for his extensive work in television, film, and theater from the mid-20th century onward.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cb3c708190822f5506ebf7ee9d completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd552858208190ba1550e7c1176a2a completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671e4688190ab1b7a7ed6c0cfb8 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 10, 2026, 1:17 a.m.