Triple

T3798667
Position Surface form Disambiguated ID Type / Status
Subject Grown Ups 2 E91634 entity
Predicate writer P1360 FINISHED
Object Tim Herlihy
Tim Herlihy is an American screenwriter and producer best known for his long-running collaboration with Adam Sandler on numerous comedy films.
 E392299 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: Tim Herlihy | Statement: [Grown Ups 2, writer, Tim Herlihy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tim Herlihy
Context triple: [Grown Ups 2, writer, Tim Herlihy]
  • A. Dave Bickler
    Dave Bickler is an American rock singer best known as the original lead vocalist of the band Survivor and for singing their hit song "Eye of the Tiger."
  • B. James McDermott
    James McDermott is a character in Margaret Atwood’s novel *Alias Grace*, depicted as a fellow servant whose murder becomes central to the story’s infamous crime.
  • C. Richard Hamlett
    Richard Hamlett is an American real estate developer best known for his marriage to actress and singer Debbie Reynolds.
  • D. Steve Hubbell
    Steve Hubbell is a minor character in Tennessee Williams' play "A Streetcar Named Desire," depicted as a working-class neighbor and poker buddy of Stanley Kowalski.
  • E. Jeff Pagliocca
    Jeff Pagliocca is a basketball executive best known for serving as the general manager of the WNBA’s Chicago Sky.
  • 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: Tim Herlihy
Triple: [Grown Ups 2, writer, Tim Herlihy]
Generated description
Tim Herlihy is an American screenwriter and producer best known for his long-running collaboration with Adam Sandler on numerous comedy films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tim Herlihy
Target entity description: Tim Herlihy is an American screenwriter and producer best known for his long-running collaboration with Adam Sandler on numerous comedy films.
  • A. Dave Bickler
    Dave Bickler is an American rock singer best known as the original lead vocalist of the band Survivor and for singing their hit song "Eye of the Tiger."
  • B. James McDermott
    James McDermott is a character in Margaret Atwood’s novel *Alias Grace*, depicted as a fellow servant whose murder becomes central to the story’s infamous crime.
  • C. Richard Hamlett
    Richard Hamlett is an American real estate developer best known for his marriage to actress and singer Debbie Reynolds.
  • D. Steve Hubbell
    Steve Hubbell is a minor character in Tennessee Williams' play "A Streetcar Named Desire," depicted as a working-class neighbor and poker buddy of Stanley Kowalski.
  • E. Jeff Pagliocca
    Jeff Pagliocca is a basketball executive best known for serving as the general manager of the WNBA’s Chicago Sky.
  • 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_69b503eef20c8190ad7906275b4b0e67 completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b50531b7bc81909a665ebf574a6376 completed March 14, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69b505610afc8190a6f93be29a19b3ad completed March 14, 2026, 6:51 a.m.
Created at: March 9, 2026, 3:15 p.m.