Triple

T6796474
Position Surface form Disambiguated ID Type / Status
Subject Ben Aaronovitch E156065 entity
Predicate notableWork P4 FINISHED
Object Winter’s Gifts
"Winter’s Gifts" is a novella in Ben Aaronovitch’s Rivers of London urban fantasy series, following magical law enforcement investigations within a richly detailed, supernatural version of our modern world.
E620114 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: Winter’s Gifts | Statement: [Ben Aaronovitch, notableWork, Winter’s Gifts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Winter’s Gifts
Context triple: [Ben Aaronovitch, notableWork, Winter’s Gifts]
  • A. A Week in Winter
    A Week in Winter is a warm, character-driven novel by Irish author Maeve Binchy that interweaves the stories of guests at a coastal inn in western Ireland.
  • B. The Latest Winter
    The Latest Winter is a poetry collection by American writer Maggie Nelson that showcases her characteristically lyrical, introspective exploration of grief, memory, and the natural world.
  • C. In the Midst of Winter
    In the Midst of Winter is a novel by Isabel Allende that intertwines the lives of three characters in contemporary Brooklyn as they confront past traumas, political exile, and unexpected love.
  • D. The Sound of Winter
    "The Sound of Winter" is a rock song by the British band Bush, known for its melodic post-grunge sound and later-career radio success.
  • E. A Girl in Winter
    A Girl in Winter is a 1947 novel by Philip Larkin that follows a young refugee woman in wartime England, noted for its introspective mood and precise, understated prose.
  • 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: Winter’s Gifts
Triple: [Ben Aaronovitch, notableWork, Winter’s Gifts]
Generated description
"Winter’s Gifts" is a novella in Ben Aaronovitch’s Rivers of London urban fantasy series, following magical law enforcement investigations within a richly detailed, supernatural version of our modern world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Winter’s Gifts
Target entity description: "Winter’s Gifts" is a novella in Ben Aaronovitch’s Rivers of London urban fantasy series, following magical law enforcement investigations within a richly detailed, supernatural version of our modern world.
  • A. A Week in Winter
    A Week in Winter is a warm, character-driven novel by Irish author Maeve Binchy that interweaves the stories of guests at a coastal inn in western Ireland.
  • B. The Latest Winter
    The Latest Winter is a poetry collection by American writer Maggie Nelson that showcases her characteristically lyrical, introspective exploration of grief, memory, and the natural world.
  • C. In the Midst of Winter
    In the Midst of Winter is a novel by Isabel Allende that intertwines the lives of three characters in contemporary Brooklyn as they confront past traumas, political exile, and unexpected love.
  • D. The Sound of Winter
    "The Sound of Winter" is a rock song by the British band Bush, known for its melodic post-grunge sound and later-career radio success.
  • E. A Girl in Winter
    A Girl in Winter is a 1947 novel by Philip Larkin that follows a young refugee woman in wartime England, noted for its introspective mood and precise, understated prose.
  • 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.