Triple

T6796487
Position Surface form Disambiguated ID Type / Status
Subject Ben Aaronovitch E156065 entity
Predicate createdCharacter P2004 FINISHED
Object Thomas Nightingale
Thomas Nightingale is a powerful, old-fashioned wizard and senior police officer in Ben Aaronovitch’s Rivers of London urban fantasy series, serving as mentor to protagonist Peter Grant.
E620921 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: Thomas Nightingale | Statement: [Ben Aaronovitch, createdCharacter, Thomas Nightingale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Nightingale
Context triple: [Ben Aaronovitch, createdCharacter, Thomas Nightingale]
  • A. Edward Nightingale
    Edward Nightingale was a 19th-century British figure after whom the remote South Atlantic Nightingale Island was named, likely due to his role in its discovery, exploration, or ownership.
  • B. Arthur Bell Nicholls
    Arthur Bell Nicholls was an Irish clergyman best known as the husband and later literary executor of novelist Charlotte Brontë.
  • C. Joseph Bellamy
    Joseph Bellamy was an influential 18th-century American Congregational minister and theologian whose sermons and writings helped shape the development of New England theology in the era following Jonathan Edwards.
  • D. Henry Beadman Bryant
    Henry Beadman Bryant was a 19th-century American educator and co-founder of the Bryant & Stratton chain of business colleges, known for pioneering practical commercial education.
  • E. Cecil Mountford
    Cecil Mountford was a renowned New Zealand rugby league player and coach, best known for his successful career with Wigan and his influential role in the sport during the mid-20th century.
  • 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: Thomas Nightingale
Triple: [Ben Aaronovitch, createdCharacter, Thomas Nightingale]
Generated description
Thomas Nightingale is a powerful, old-fashioned wizard and senior police officer in Ben Aaronovitch’s Rivers of London urban fantasy series, serving as mentor to protagonist Peter Grant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Nightingale
Target entity description: Thomas Nightingale is a powerful, old-fashioned wizard and senior police officer in Ben Aaronovitch’s Rivers of London urban fantasy series, serving as mentor to protagonist Peter Grant.
  • A. Edward Nightingale
    Edward Nightingale was a 19th-century British figure after whom the remote South Atlantic Nightingale Island was named, likely due to his role in its discovery, exploration, or ownership.
  • B. Arthur Bell Nicholls
    Arthur Bell Nicholls was an Irish clergyman best known as the husband and later literary executor of novelist Charlotte Brontë.
  • C. Joseph Bellamy
    Joseph Bellamy was an influential 18th-century American Congregational minister and theologian whose sermons and writings helped shape the development of New England theology in the era following Jonathan Edwards.
  • D. Henry Beadman Bryant
    Henry Beadman Bryant was a 19th-century American educator and co-founder of the Bryant & Stratton chain of business colleges, known for pioneering practical commercial education.
  • E. Cecil Mountford
    Cecil Mountford was a renowned New Zealand rugby league player and coach, best known for his successful career with Wigan and his influential role in the sport during the mid-20th century.
  • 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_69c723d211508190a31747b2d67ed42e completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c7244c3dcc8190852a26404354e63d completed March 28, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69c724d8f3bc819090cf65d6ae0ba1ed completed March 28, 2026, 12:46 a.m.
Created at: March 27, 2026, 2:15 p.m.