Triple

T597780
Position Surface form Disambiguated ID Type / Status
Subject Horrible Bosses E11424 entity
Predicate screenwriter P2831 FINISHED
Object John Francis Daley
John Francis Daley is an American actor, screenwriter, and director best known for his role on the TV series "Freaks and Geeks" and for co-writing and directing films such as "Game Night" and "Dungeons & Dragons: Honor Among Thieves."
E77371 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: John Francis Daley | Statement: [Horrible Bosses, screenwriter, John Francis Daley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Francis Daley
Context triple: [Horrible Bosses, screenwriter, John Francis Daley]
  • A. Colin Hanks
    Colin Hanks is an American actor and filmmaker known for roles in projects such as "Orange County," "Fargo," and "Life in Pieces."
  • B. Josh Hutcherson
    Josh Hutcherson is an American actor best known for his role as Peeta Mellark in "The Hunger Games" film series.
  • C. James Robb
    James Robb was a senior Royal Air Force officer who rose to high command during and after the Second World War, including leadership of Fighter Command.
  • D. Josh Hartnett
    Josh Hartnett is an American actor known for his breakout roles in late-1990s and early-2000s films such as "The Faculty," "Pearl Harbor," and "Black Hawk Down," as well as later work in projects like the series "Penny Dreadful."
  • E. Bryce Dallas Howard
    Bryce Dallas Howard is an American actress and director known for roles in films such as "The Village," "Jurassic World," and "Rocketman," as well as for directing episodes of "The Mandalorian."
  • 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: John Francis Daley
Triple: [Horrible Bosses, screenwriter, John Francis Daley]
Generated description
John Francis Daley is an American actor, screenwriter, and director best known for his role on the TV series "Freaks and Geeks" and for co-writing and directing films such as "Game Night" and "Dungeons & Dragons: Honor Among Thieves."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Francis Daley
Target entity description: John Francis Daley is an American actor, screenwriter, and director best known for his role on the TV series "Freaks and Geeks" and for co-writing and directing films such as "Game Night" and "Dungeons & Dragons: Honor Among Thieves."
  • A. Colin Hanks
    Colin Hanks is an American actor and filmmaker known for roles in projects such as "Orange County," "Fargo," and "Life in Pieces."
  • B. Josh Hutcherson
    Josh Hutcherson is an American actor best known for his role as Peeta Mellark in "The Hunger Games" film series.
  • C. James Robb
    James Robb was a senior Royal Air Force officer who rose to high command during and after the Second World War, including leadership of Fighter Command.
  • D. Josh Hartnett
    Josh Hartnett is an American actor known for his breakout roles in late-1990s and early-2000s films such as "The Faculty," "Pearl Harbor," and "Black Hawk Down," as well as later work in projects like the series "Penny Dreadful."
  • E. Bryce Dallas Howard
    Bryce Dallas Howard is an American actress and director known for roles in films such as "The Village," "Jurassic World," and "Rocketman," as well as for directing episodes of "The Mandalorian."
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d2b98d08190a1c1e8659efdfd75 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a55a734f6c8190a141dafc03dd2e77 completed March 2, 2026, 9:37 a.m.
NEDg Description generation batch_69a55b3c0d008190bb5fca8cb4aa6df5 completed March 2, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69a55b8812648190b4b35f630f0003a0 completed March 2, 2026, 9:42 a.m.
Created at: March 1, 2026, 7:35 p.m.