Triple

T5303577
Position Surface form Disambiguated ID Type / Status
Subject Roy Neary E120041 entity
Predicate hasChild P369 FINISHED
Object Toby Neary
Toby Neary is a fictional character appearing as one of Roy Neary’s children in the science fiction film "Close Encounters of the Third Kind."
 E512716 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 Neary | Statement: [Roy Neary, hasChild, Toby Neary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toby Neary
Context triple: [Roy Neary, hasChild, Toby Neary]
  • A. Aidan O'Herlihy
    Aidan O'Herlihy is a member of the O'Herlihy family, known in part through his relation to Irish-born television and film director Michael O'Herlihy.
  • B. 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."
  • C. Mark O'Toole
    Mark O'Toole is a writer best known for his work on the British sitcom "Relax."
  • D. Mark O'Toole
    Mark O'Toole is an English musician and bassist best known as a founding member of the 1980s pop band Frankie Goes to Hollywood.
  • E. Luke Doolan
    Luke Doolan is an Australian film editor and filmmaker best known for his work on acclaimed films such as "Animal Kingdom."
  • 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 Neary
Triple: [Roy Neary, hasChild, Toby Neary]
Generated description
Toby Neary is a fictional character appearing as one of Roy Neary’s children in the science fiction film "Close Encounters of the Third Kind."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toby Neary
Target entity description: Toby Neary is a fictional character appearing as one of Roy Neary’s children in the science fiction film "Close Encounters of the Third Kind."
  • A. Aidan O'Herlihy
    Aidan O'Herlihy is a member of the O'Herlihy family, known in part through his relation to Irish-born television and film director Michael O'Herlihy.
  • B. 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."
  • C. Mark O'Toole
    Mark O'Toole is an English musician and bassist best known as a founding member of the 1980s pop band Frankie Goes to Hollywood.
  • D. Mark O'Toole
    Mark O'Toole is a writer best known for his work on the British sitcom "Relax."
  • E. Luke Doolan
    Luke Doolan is an Australian film editor and filmmaker best known for his work on acclaimed films such as "Animal Kingdom."
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd851b685c8190b7ed8c762a807395 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf188394ec81909a03afe92750e9c1 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf1c6c84b481909c7e650c58961bd7 completed March 21, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69bf1cce6f9881908499ac380f183ffb completed March 21, 2026, 10:33 p.m.
Created at: March 20, 2026, 1:53 p.m.