Triple

T3798666
Position Surface form Disambiguated ID Type / Status
Subject Grown Ups 2 E91634 entity
Predicate writer P1360 FINISHED
Object Fred Wolf
Fred Wolf is an American comedy writer, director, and producer known for his work on films like "Grown Ups 2" and for his contributions to "Saturday Night Live."
 E389185 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: Fred Wolf | Statement: [Grown Ups 2, writer, Fred Wolf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fred Wolf
Context triple: [Grown Ups 2, writer, Fred Wolf]
  • A. Ron Huldai
    Ron Huldai is an Israeli politician and former fighter pilot best known for serving as the long-time mayor of Tel Aviv.
  • B. Edmund Stoiber
    Edmund Stoiber is a German conservative politician who served for many years as Minister-President of Bavaria and became a prominent national figure as the CDU/CSU candidate for chancellor in 2002.
  • C. Michael Schroeder
    Michael Schroeder is a software developer best known for his work on the GNU Screen terminal multiplexer.
  • D. Michael Schultz
    Michael Schultz is an American film and television director best known for his influential work on 1970s comedies and dramas, including the cult classic "Car Wash."
  • E. Hartland Snyder
    Hartland Snyder was an American theoretical physicist known for his early work on black hole physics and for being one of J. Robert Oppenheimer’s notable doctoral students.
  • 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: Fred Wolf
Triple: [Grown Ups 2, writer, Fred Wolf]
Generated description
Fred Wolf is an American comedy writer, director, and producer known for his work on films like "Grown Ups 2" and for his contributions to "Saturday Night Live."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fred Wolf
Target entity description: Fred Wolf is an American comedy writer, director, and producer known for his work on films like "Grown Ups 2" and for his contributions to "Saturday Night Live."
  • A. Ron Huldai
    Ron Huldai is an Israeli politician and former fighter pilot best known for serving as the long-time mayor of Tel Aviv.
  • B. Edmund Stoiber
    Edmund Stoiber is a German conservative politician who served for many years as Minister-President of Bavaria and became a prominent national figure as the CDU/CSU candidate for chancellor in 2002.
  • C. Michael Schroeder
    Michael Schroeder is a software developer best known for his work on the GNU Screen terminal multiplexer.
  • D. Michael Schultz
    Michael Schultz is an American film and television director best known for his influential work on 1970s comedies and dramas, including the cult classic "Car Wash."
  • E. Hartland Snyder
    Hartland Snyder was an American theoretical physicist known for his early work on black hole physics and for being one of J. Robert Oppenheimer’s notable doctoral students.
  • 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7a270908190ac30537a22f3d500 completed March 9, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f061a9e481908d16ae0aa44e2f16 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f25fab648190abbded4d44357c54 completed March 14, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69b4f314a63c8190a76ed8f4bd21eaf5 completed March 14, 2026, 5:33 a.m.
Created at: March 9, 2026, 3:15 p.m.