Triple

T4193038
Position Surface form Disambiguated ID Type / Status
Subject Pete's Dragon E89078 entity
Predicate screenwriter P2831 FINISHED
Object Toby Halbrooks
Toby Halbrooks is an American filmmaker and screenwriter known for his frequent collaborations with director David Lowery on independent and studio films.
E421824 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: Toby Halbrooks | Statement: [Pete's Dragon, screenwriter, Toby Halbrooks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Halbrooks
Context triple: [Pete's Dragon, screenwriter, Toby Halbrooks]
  • A. Toby Irvine
    Toby Irvine is a British actor known for playing the younger version of the main character, Pip, in the 2012 film adaptation of "Great Expectations."
  • B. Toby Stephens
    Toby Stephens is a British actor known for his versatile film, television, and stage roles, including performances in productions such as the James Bond film "Die Another Day" and the TV series "Black Sails."
  • C. Toby Rowland
    Toby Rowland is a tech entrepreneur best known as a co-founder of the mobile gaming company behind the hit game Candy Crush Saga.
  • D. Toby Scott
    Toby Scott is an American recording engineer and producer best known for his long-time collaboration with Bruce Springsteen on numerous albums and film soundtrack contributions.
  • E. Toby Pohlen
    Toby Pohlen is a member of the team at xAI, the artificial intelligence company founded by Elon Musk.
  • 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: Toby Halbrooks
Triple: [Pete's Dragon, screenwriter, Toby Halbrooks]
Generated description
Toby Halbrooks is an American filmmaker and screenwriter known for his frequent collaborations with director David Lowery on independent and studio films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby Halbrooks
Target entity description: Toby Halbrooks is an American filmmaker and screenwriter known for his frequent collaborations with director David Lowery on independent and studio films.
  • A. Toby Irvine
    Toby Irvine is a British actor known for playing the younger version of the main character, Pip, in the 2012 film adaptation of "Great Expectations."
  • B. Toby Stephens
    Toby Stephens is a British actor known for his versatile film, television, and stage roles, including performances in productions such as the James Bond film "Die Another Day" and the TV series "Black Sails."
  • C. Toby Rowland
    Toby Rowland is a tech entrepreneur best known as a co-founder of the mobile gaming company behind the hit game Candy Crush Saga.
  • D. Toby Scott
    Toby Scott is an American recording engineer and producer best known for his long-time collaboration with Bruce Springsteen on numerous albums and film soundtrack contributions.
  • E. Toby Pohlen
    Toby Pohlen is a member of the team at xAI, the artificial intelligence company founded by Elon Musk.
  • 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_69aed9569a4481908b6c1fcec2a11e21 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0342c6048190835631649a14d304 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5961f0de081908e2b6bee1725b97e completed March 14, 2026, 5:08 p.m.
NEDg Description generation batch_69b5971a738081909426278c7958b39c completed March 14, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69b59788ef308190a34c2f23f22a7e4d completed March 14, 2026, 5:14 p.m.
Created at: March 9, 2026, 3:46 p.m.