Triple

T1878808
Position Surface form Disambiguated ID Type / Status
Subject Good Will Hunting E39804 entity
Predicate character P662 FINISHED
Object Chuckie Sullivan
Chuckie Sullivan is Will Hunting’s loyal, blue-collar best friend in the film "Good Will Hunting," known for his blunt honesty and unwavering support.
 E209405 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: Chuckie Sullivan | Statement: [Good Will Hunting, character, Chuckie Sullivan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chuckie Sullivan
Context triple: [Good Will Hunting, character, Chuckie Sullivan]
  • A. Joey
    Joey is the courageous farm horse at the heart of Michael Morpurgo’s novel and its adaptations, whose journey through World War I drives the emotional core of War Horse.
  • B. Richie Cunningham
    Richie Cunningham is the wholesome, red-haired Midwestern teenager who serves as the central, all-American protagonist in the classic TV sitcom "Happy Days."
  • C. Joey Potter
    Joey Potter is the intelligent, headstrong girl-next-door character from the television series "Dawson's Creek," portrayed by actress Katie Holmes.
  • D. Logan Green
    Logan Green is an American entrepreneur best known as the co-founder and former CEO of the ride-sharing company Lyft.
  • E. Phineas Timberlake
    Phineas Timberlake is the younger son of American singer and actor Justin Timberlake and actress Jessica Biel.
  • 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: Chuckie Sullivan
Triple: [Good Will Hunting, character, Chuckie Sullivan]
Generated description
Chuckie Sullivan is Will Hunting’s loyal, blue-collar best friend in the film "Good Will Hunting," known for his blunt honesty and unwavering support.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chuckie Sullivan
Target entity description: Chuckie Sullivan is Will Hunting’s loyal, blue-collar best friend in the film "Good Will Hunting," known for his blunt honesty and unwavering support.
  • A. Joey
    Joey is the courageous farm horse at the heart of Michael Morpurgo’s novel and its adaptations, whose journey through World War I drives the emotional core of War Horse.
  • B. Richie Cunningham
    Richie Cunningham is the wholesome, red-haired Midwestern teenager who serves as the central, all-American protagonist in the classic TV sitcom "Happy Days."
  • C. Joey Potter
    Joey Potter is the intelligent, headstrong girl-next-door character from the television series "Dawson's Creek," portrayed by actress Katie Holmes.
  • D. Logan Green
    Logan Green is an American entrepreneur best known as the co-founder and former CEO of the ride-sharing company Lyft.
  • E. Phineas Timberlake
    Phineas Timberlake is the younger son of American singer and actor Justin Timberlake and actress Jessica Biel.
  • 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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0f8e9f08190a210440823fad69e completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf59a5b48190bb4b47641681ebb7 completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69addfe46b388190b319043170253701 completed March 8, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69ade08d0ce0819097beb901dbb39d89 completed March 8, 2026, 8:48 p.m.
Created at: March 4, 2026, 7:34 p.m.