Triple

T11378033
Position Surface form Disambiguated ID Type / Status
Subject Nat Wolff E269519 entity
Predicate hasRole P161 FINISHED
Object Isaac in The Fault in Our Stars
Isaac in *The Fault in Our Stars* is Augustus and Hazel’s witty, video-game-loving friend who copes with cancer-related blindness and heartbreak while providing comic relief and emotional depth to the story.
E922219 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: Isaac in The Fault in Our Stars | Statement: [Nat Wolff, hasRole, Isaac in The Fault in Our Stars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isaac in The Fault in Our Stars
Context triple: [Nat Wolff, hasRole, Isaac in The Fault in Our Stars]
  • A. Augustus Waters in The Fault in Our Stars
    Augustus Waters is a witty, charismatic teenage cancer survivor whose romance with Hazel Grace Lancaster forms the emotional core of John Green’s novel and its film adaptation, The Fault in Our Stars.
  • B. Jonas in The Giver
    Jonas in *The Giver* is the young protagonist who, upon being chosen as the Receiver of Memory in his tightly controlled dystopian society, begins to uncover the painful truths hidden beneath its enforced sameness.
  • C. Finn in The Maze Runner
    Finn in The Maze Runner is a supporting character in the dystopian science-fiction film adaptation of James Dashner’s novel, portrayed by actor Jacob Latimore.
  • D. Theodore Finch in All the Bright Places
    Theodore Finch in *All the Bright Places* is a troubled, charismatic Indiana teenager struggling with mental illness whose intense relationship with classmate Violet Markey profoundly shapes both their lives.
  • E. Auggie Pullman in Wonder
    Auggie Pullman in *Wonder* is the young boy with a facial difference whose journey through fifth grade teaches powerful lessons about kindness, empathy, and acceptance.
  • 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: Isaac in The Fault in Our Stars
Triple: [Nat Wolff, hasRole, Isaac in The Fault in Our Stars]
Generated description
Isaac in *The Fault in Our Stars* is Augustus and Hazel’s witty, video-game-loving friend who copes with cancer-related blindness and heartbreak while providing comic relief and emotional depth to the story.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isaac in The Fault in Our Stars
Target entity description: Isaac in *The Fault in Our Stars* is Augustus and Hazel’s witty, video-game-loving friend who copes with cancer-related blindness and heartbreak while providing comic relief and emotional depth to the story.
  • A. Augustus Waters in The Fault in Our Stars
    Augustus Waters is a witty, charismatic teenage cancer survivor whose romance with Hazel Grace Lancaster forms the emotional core of John Green’s novel and its film adaptation, The Fault in Our Stars.
  • B. Jonas in The Giver
    Jonas in *The Giver* is the young protagonist who, upon being chosen as the Receiver of Memory in his tightly controlled dystopian society, begins to uncover the painful truths hidden beneath its enforced sameness.
  • C. Finn in The Maze Runner
    Finn in The Maze Runner is a supporting character in the dystopian science-fiction film adaptation of James Dashner’s novel, portrayed by actor Jacob Latimore.
  • D. Theodore Finch in All the Bright Places
    Theodore Finch in *All the Bright Places* is a troubled, charismatic Indiana teenager struggling with mental illness whose intense relationship with classmate Violet Markey profoundly shapes both their lives.
  • E. Auggie Pullman in Wonder
    Auggie Pullman in *Wonder* is the young boy with a facial difference whose journey through fifth grade teaches powerful lessons about kindness, empathy, and acceptance.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7fc30f5d48190bb273df4c9e583a9 completed April 9, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69e55697b2388190929d7e0b15d809ba completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c8fb948190be87cca65c3b74e1 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56aaa5c9081909f89cfe6a8fc03f0 completed April 19, 2026, 11:52 p.m.
Created at: April 8, 2026, 9:33 p.m.