Triple

T9473365
Position Surface form Disambiguated ID Type / Status
Subject Stephen Chbosky E228449 entity
Predicate familyName P18 FINISHED
Object Chbosky
Chbosky is the surname of Stephen Chbosky, the American novelist, screenwriter, and director best known for writing "The Perks of Being a Wallflower."
 E801417 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: Chbosky | Statement: [Stephen Chbosky, familyName, Chbosky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chbosky
Context triple: [Stephen Chbosky, familyName, Chbosky]
  • A. Greg Yaitanes
    Greg Yaitanes is an American television director and producer known for his work on high-profile series such as House of the Dragon and House.
  • B. Tom Chapman
    Tom Chapman is a musician best known as the bassist for the English rock band New Order, contributing to their post-2010 recordings and live performances.
  • C. Barron Gaghan
    Barron Gaghan is the child of American screenwriter and director Stephen Gaghan, known for films such as "Traffic" and "Syriana."
  • D. Blake Snyder
    Blake Snyder was an American screenwriter and influential author of the screenwriting guide "Save the Cat!", known for popularizing a widely used story-structure method in Hollywood.
  • E. John Morrow
    John Morrow is a relatively common personal name shared by multiple individuals across fields such as politics, academia, and the arts.
  • 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: Chbosky
Triple: [Stephen Chbosky, familyName, Chbosky]
Generated description
Chbosky is the surname of Stephen Chbosky, the American novelist, screenwriter, and director best known for writing "The Perks of Being a Wallflower."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chbosky
Target entity description: Chbosky is the surname of Stephen Chbosky, the American novelist, screenwriter, and director best known for writing "The Perks of Being a Wallflower."
  • A. Greg Yaitanes
    Greg Yaitanes is an American television director and producer known for his work on high-profile series such as House of the Dragon and House.
  • B. Tom Chapman
    Tom Chapman is a musician best known as the bassist for the English rock band New Order, contributing to their post-2010 recordings and live performances.
  • C. Barron Gaghan
    Barron Gaghan is the child of American screenwriter and director Stephen Gaghan, known for films such as "Traffic" and "Syriana."
  • D. Blake Snyder
    Blake Snyder was an American screenwriter and influential author of the screenwriting guide "Save the Cat!", known for popularizing a widely used story-structure method in Hollywood.
  • E. John Morrow
    John Morrow is a relatively common personal name shared by multiple individuals across fields such as politics, academia, and the arts.
  • 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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ff0afd08190871b68a88fdbff2b completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122d625fc8190b8222930449ad3da completed April 4, 2026, 2:40 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:54 p.m.