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.