Triple

T9987962
Position Surface form Disambiguated ID Type / Status
Subject The Fault in Our Stars E196815 entity
Predicate precededBy P97 FINISHED
Object Will Grayson, Will Grayson
"Will Grayson, Will Grayson" is a young adult novel co-written by John Green and David Levithan that follows two teenage boys with the same name whose intersecting lives explore themes of identity, friendship, and love.
E833094 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: Will Grayson, Will Grayson | Statement: [The Fault in Our Stars, precededBy, Will Grayson, Will Grayson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Will Grayson, Will Grayson
Context triple: [The Fault in Our Stars, precededBy, Will Grayson, Will Grayson]
  • A. All the Bright Places
    All the Bright Places is a young adult novel by Jennifer Niven that explores themes of mental illness, grief, and first love through the story of two troubled teenagers who form a transformative bond.
  • B. It's Kind of a Funny Story
    "It's Kind of a Funny Story" is a 2010 coming-of-age dramedy film about a depressed teenager who checks himself into a psychiatric ward and finds unexpected connections and perspective.
  • C. Wonder Boys
    Wonder Boys is a 2000 comedy-drama film directed by Curtis Hanson about a disillusioned college professor and novelist navigating a chaotic weekend that upends his personal and professional life.
  • D. Paper Towns
    Paper Towns is a 2015 coming-of-age mystery film, based on John Green’s novel, that follows a teenager’s quest to find his enigmatic neighbor after her sudden disappearance.
  • E. Stingo
    Stingo is the young Southern writer and narrator in William Styron’s novel "Sophie’s Choice," through whose perspective the tragic story unfolds.
  • 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: Will Grayson, Will Grayson
Triple: [The Fault in Our Stars, precededBy, Will Grayson, Will Grayson]
Generated description
"Will Grayson, Will Grayson" is a young adult novel co-written by John Green and David Levithan that follows two teenage boys with the same name whose intersecting lives explore themes of identity, friendship, and love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Will Grayson, Will Grayson
Target entity description: "Will Grayson, Will Grayson" is a young adult novel co-written by John Green and David Levithan that follows two teenage boys with the same name whose intersecting lives explore themes of identity, friendship, and love.
  • A. All the Bright Places
    All the Bright Places is a young adult novel by Jennifer Niven that explores themes of mental illness, grief, and first love through the story of two troubled teenagers who form a transformative bond.
  • B. It's Kind of a Funny Story
    "It's Kind of a Funny Story" is a 2010 coming-of-age dramedy film about a depressed teenager who checks himself into a psychiatric ward and finds unexpected connections and perspective.
  • C. Wonder Boys
    Wonder Boys is a 2000 comedy-drama film directed by Curtis Hanson about a disillusioned college professor and novelist navigating a chaotic weekend that upends his personal and professional life.
  • D. Paper Towns
    Paper Towns is a 2015 coming-of-age mystery film, based on John Green’s novel, that follows a teenager’s quest to find his enigmatic neighbor after her sudden disappearance.
  • E. Stingo
    Stingo is the young Southern writer and narrator in William Styron’s novel "Sophie’s Choice," through whose perspective the tragic story unfolds.
  • 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_69ca82f1678c819093d06320a05f16a4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdc79e10408190bcb4e55b6a0df79c completed April 2, 2026, 1:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d25810584c81908382cf6edd700530 completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d258b875cc8190ae8b122f35aa5566 completed April 5, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69d2592b1f9c8190a9db928b9527e27b completed April 5, 2026, 12:44 p.m.
Created at: March 30, 2026, 8:50 p.m.