Triple

T6796457
Position Surface form Disambiguated ID Type / Status
Subject Ben Aaronovitch E156065 entity
Predicate familyName P18 FINISHED
Object Aaronovitch
Aaronovitch is a surname most notably associated with British writer Ben Aaronovitch, known for his urban fantasy and science fiction works.
E620105 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: Aaronovitch | Statement: [Ben Aaronovitch, familyName, Aaronovitch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aaronovitch
Context triple: [Ben Aaronovitch, familyName, Aaronovitch]
  • A. Aaron Mendelsohn
    Aaron Mendelsohn is an American screenwriter best known for co-writing the family sports film "Air Bud" and working extensively in film and television.
  • B. Adam Ginsberg
    Adam Ginsberg is a cinematographer best known for his work on the independent film "Nights and Weekends."
  • C. Avner
    Avner is a Hebrew given name, often associated with biblical and modern Israeli figures.
  • D. Joshua Cohen
    Joshua Cohen is an American political philosopher known for his work on democratic theory, deliberative democracy, and justice, often engaging with and extending the ideas of John Rawls.
  • E. Simon Leibowitz
    Simon Leibowitz is an individual notable enough to be specifically cited as a bearer of the surname Leibowitz.
  • 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: Aaronovitch
Triple: [Ben Aaronovitch, familyName, Aaronovitch]
Generated description
Aaronovitch is a surname most notably associated with British writer Ben Aaronovitch, known for his urban fantasy and science fiction works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aaronovitch
Target entity description: Aaronovitch is a surname most notably associated with British writer Ben Aaronovitch, known for his urban fantasy and science fiction works.
  • A. Aaron Mendelsohn
    Aaron Mendelsohn is an American screenwriter best known for co-writing the family sports film "Air Bud" and working extensively in film and television.
  • B. Adam Ginsberg
    Adam Ginsberg is a cinematographer best known for his work on the independent film "Nights and Weekends."
  • C. Avner
    Avner is a Hebrew given name, often associated with biblical and modern Israeli figures.
  • D. Joshua Cohen
    Joshua Cohen is an American political philosopher known for his work on democratic theory, deliberative democracy, and justice, often engaging with and extending the ideas of John Rawls.
  • E. Simon Leibowitz
    Simon Leibowitz is an individual notable enough to be specifically cited as a bearer of the surname Leibowitz.
  • 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_69c6881844448190a65822d9b39d7f88 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2c872f0819092f21e8fdbecc667 completed March 27, 2026, 6:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a95987c8190ae8ed5840a6744f0 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71ba85f608190b372a4dfe2cdc31c completed March 28, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69c71c91e08c81908be81efc2087464a completed March 28, 2026, 12:10 a.m.
Created at: March 27, 2026, 2:15 p.m.