Triple

T6796467
Position Surface form Disambiguated ID Type / Status
Subject Ben Aaronovitch E156065 entity
Predicate notableWork P4 FINISHED
Object Whispers Under Ground
"Whispers Under Ground" is an urban fantasy crime novel in Ben Aaronovitch's Rivers of London series, following magical police investigations beneath modern-day London.
E620108 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: Whispers Under Ground | Statement: [Ben Aaronovitch, notableWork, Whispers Under Ground]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whispers Under Ground
Context triple: [Ben Aaronovitch, notableWork, Whispers Under Ground]
  • A. Underground Man
    Underground Man is the bitter, introspective, and self-contradictory protagonist of Fyodor Dostoevsky’s novella "Notes from Underground," often seen as an early embodiment of existential anti-heroism.
  • B. Murmurs of Earth
    Murmurs of Earth is a book co-authored and edited by Carl Sagan that documents the creation, contents, and purpose of the Voyager Golden Record sent into space aboard the Voyager spacecraft.
  • C. Hidden Depths
    Hidden Depths is an ocean-themed downloadable content expansion for Minecraft Dungeons that adds new underwater levels, enemies, and gear.
  • D. Beneath the Surface
    "Beneath the Surface" is GZA's 1999 follow-up studio album that continues his intricate, metaphor-rich lyricism over dark, atmospheric production within the Wu-Tang Clan universe.
  • E. Beneath the Veil
    "Beneath the Veil" is a song by the American indie pop band Chester French.
  • 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: Whispers Under Ground
Triple: [Ben Aaronovitch, notableWork, Whispers Under Ground]
Generated description
"Whispers Under Ground" is an urban fantasy crime novel in Ben Aaronovitch's Rivers of London series, following magical police investigations beneath modern-day London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whispers Under Ground
Target entity description: "Whispers Under Ground" is an urban fantasy crime novel in Ben Aaronovitch's Rivers of London series, following magical police investigations beneath modern-day London.
  • A. Underground Man
    Underground Man is the bitter, introspective, and self-contradictory protagonist of Fyodor Dostoevsky’s novella "Notes from Underground," often seen as an early embodiment of existential anti-heroism.
  • B. Murmurs of Earth
    Murmurs of Earth is a book co-authored and edited by Carl Sagan that documents the creation, contents, and purpose of the Voyager Golden Record sent into space aboard the Voyager spacecraft.
  • C. Hidden Depths
    Hidden Depths is an ocean-themed downloadable content expansion for Minecraft Dungeons that adds new underwater levels, enemies, and gear.
  • D. Beneath the Surface
    "Beneath the Surface" is GZA's 1999 follow-up studio album that continues his intricate, metaphor-rich lyricism over dark, atmospheric production within the Wu-Tang Clan universe.
  • E. Beneath the Veil
    "Beneath the Veil" is a song by the American indie pop band Chester French.
  • 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.