Triple

T21041227
Position Surface form Disambiguated ID Type / Status
Subject David Fickling Books E518328 entity
Predicate foundedBy P104 FINISHED
Object David Fickling
David Fickling is a British publisher and editor best known for founding the independent children’s publishing house David Fickling Books and for working on acclaimed titles such as "His Dark Materials" and "The Curious Incident of the Dog in the Night-Time."
E1463177 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: David Fickling | Statement: [David Fickling Books, foundedBy, David Fickling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Fickling
Context triple: [David Fickling Books, foundedBy, David Fickling]
  • A. James Griffiths
    James Griffiths is a British television and film director and producer known for his work on series such as "Episodes" and "Black-ish."
  • B. James Griffiths
    James Griffiths was a prominent Welsh Labour politician and trade unionist who became the first Secretary of State for Wales and a key advocate for workers’ rights and Welsh devolution.
  • C. Graham Phillips
    Graham Phillips is an American actor and director best known for his roles in the TV series "The Good Wife" and films such as "Evan Almighty."
  • D. Antony Hegarty
    Antony Hegarty, better known as Anohni, is an English-born singer, composer, and visual artist acclaimed for her haunting, androgynous vocals and emotionally charged work with the band Antony and the Johnsons.
  • E. Mark Ravenhill
    Mark Ravenhill is a British playwright and director known for his provocative, darkly comic works that helped define the in-yer-face theatre movement.
  • 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: David Fickling
Triple: [David Fickling Books, foundedBy, David Fickling]
Generated description
David Fickling is a British publisher and editor best known for founding the independent children’s publishing house David Fickling Books and for working on acclaimed titles such as "His Dark Materials" and "The Curious Incident of the Dog in the Night-Time."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Fickling
Target entity description: David Fickling is a British publisher and editor best known for founding the independent children’s publishing house David Fickling Books and for working on acclaimed titles such as "His Dark Materials" and "The Curious Incident of the Dog in the Night-Time."
  • A. James Griffiths
    James Griffiths is a British television and film director and producer known for his work on series such as "Episodes" and "Black-ish."
  • B. James Griffiths
    James Griffiths was a prominent Welsh Labour politician and trade unionist who became the first Secretary of State for Wales and a key advocate for workers’ rights and Welsh devolution.
  • C. Graham Phillips
    Graham Phillips is an American actor and director best known for his roles in the TV series "The Good Wife" and films such as "Evan Almighty."
  • D. Antony Hegarty
    Antony Hegarty, better known as Anohni, is an English-born singer, composer, and visual artist acclaimed for her haunting, androgynous vocals and emotionally charged work with the band Antony and the Johnsons.
  • E. Mark Ravenhill
    Mark Ravenhill is a British playwright and director known for his provocative, darkly comic works that helped define the in-yer-face theatre movement.
  • 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_69e0b50438e08190917e2538bb8bc034 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fcefe4688190ad1bed1ef2d7a3e5 completed April 21, 2026, 4:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a094750de6081908ab711d77777be6c completed May 17, 2026, 4:42 a.m.
NEDg Description generation batch_6a09480efc2c819085f4c0fdb2c3533b completed May 17, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0948daf03881908b080ed95acdeed0 completed May 17, 2026, 4:49 a.m.
Created at: April 16, 2026, 2:15 p.m.