Triple

T7918007
Position Surface form Disambiguated ID Type / Status
Subject A Series of Unfortunate Events (TV series) E183875 entity
Predicate authorOfSourceMaterial P2806 FINISHED
Object Daniel Handler
Daniel Handler is an American author best known for writing the darkly comic children's book series "A Series of Unfortunate Events" under the pen name Lemony Snicket.
E700239 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: Daniel Handler | Statement: [A Series of Unfortunate Events (TV series), authorOfSourceMaterial, Daniel Handler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daniel Handler
Context triple: [A Series of Unfortunate Events (TV series), authorOfSourceMaterial, Daniel Handler]
  • A. T. Kingfisher
    T. Kingfisher is the pen name of American author Ursula Vernon, known for her acclaimed fantasy and horror fiction for both adults and young adults.
  • B. Aaron Guzikowski
    Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • C. Lauren Munsch
    Lauren Munsch is a film producer best known for her work on the coming-of-age drama "The Wackness."
  • D. Dan Erickson
    Dan Erickson is a television writer and producer best known for creating the acclaimed sci-fi thriller series "Severance."
  • E. Mitchell Burgess
    Mitchell Burgess is an American television writer and producer best known for his work on the acclaimed HBO series *The Sopranos*.
  • 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: Daniel Handler
Triple: [A Series of Unfortunate Events (TV series), authorOfSourceMaterial, Daniel Handler]
Generated description
Daniel Handler is an American author best known for writing the darkly comic children's book series "A Series of Unfortunate Events" under the pen name Lemony Snicket.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daniel Handler
Target entity description: Daniel Handler is an American author best known for writing the darkly comic children's book series "A Series of Unfortunate Events" under the pen name Lemony Snicket.
  • A. T. Kingfisher
    T. Kingfisher is the pen name of American author Ursula Vernon, known for her acclaimed fantasy and horror fiction for both adults and young adults.
  • B. Aaron Guzikowski
    Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • C. Lauren Munsch
    Lauren Munsch is a film producer best known for her work on the coming-of-age drama "The Wackness."
  • D. Dan Erickson
    Dan Erickson is a television writer and producer best known for creating the acclaimed sci-fi thriller series "Severance."
  • E. Mitchell Burgess
    Mitchell Burgess is an American television writer and producer best known for his work on the acclaimed HBO series *The Sopranos*.
  • 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_69ca828efbe48190bd48482650182e79 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a8fbbb48190b50def4941761a31 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5be9e6548190a01d2e6db8dc4864 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7633c5a0819089deb6e89d9acb8e completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb84dc86c8190893d67ce07c51aa0 completed March 31, 2026, 12:04 p.m.
Created at: March 30, 2026, 5:05 p.m.