Triple

T7060098
Position Surface form Disambiguated ID Type / Status
Subject Charles Stross E164193 entity
Predicate notableWork P4 FINISHED
Object The Revolution Business
The Revolution Business is a science fiction novel by Charles Stross, part of his "Merchant Princes" series that blends parallel-universe politics, espionage, and economic intrigue.
E638247 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: The Revolution Business | Statement: [Charles Stross, notableWork, The Revolution Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Revolution Business
Context triple: [Charles Stross, notableWork, The Revolution Business]
  • A. The Revolution
    The Revolution is the American funk rock band best known as Prince’s backing group during his peak 1980s period, including the Purple Rain era.
  • B. Revolution Money
    Revolution Money was a financial services company that offered low-fee payment and credit card solutions as an alternative to traditional card networks.
  • C. Revolution
    Revolution is a critically acclaimed country music album by American singer-songwriter Miranda Lambert, noted for its raw storytelling and artistic maturity.
  • D. Revolution
    Revolution is a stand-up comedy film and album by comedian Margaret Cho, featuring her politically charged and socially conscious humor.
  • E. Revolution
    Revolution was the internal codename for Nintendo's Wii console during its development, reflecting the company's aim to radically change how people play video games through motion controls and accessible design.
  • 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: The Revolution Business
Triple: [Charles Stross, notableWork, The Revolution Business]
Generated description
The Revolution Business is a science fiction novel by Charles Stross, part of his "Merchant Princes" series that blends parallel-universe politics, espionage, and economic intrigue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Revolution Business
Target entity description: The Revolution Business is a science fiction novel by Charles Stross, part of his "Merchant Princes" series that blends parallel-universe politics, espionage, and economic intrigue.
  • A. The Revolution
    The Revolution is the American funk rock band best known as Prince’s backing group during his peak 1980s period, including the Purple Rain era.
  • B. Revolution Money
    Revolution Money was a financial services company that offered low-fee payment and credit card solutions as an alternative to traditional card networks.
  • C. Revolution
    Revolution is a stand-up comedy film and album by comedian Margaret Cho, featuring her politically charged and socially conscious humor.
  • D. Revolution
    Revolution is a critically acclaimed country music album by American singer-songwriter Miranda Lambert, noted for its raw storytelling and artistic maturity.
  • E. Revolution
    Revolution is a steel shuttle roller coaster at Blackpool Pleasure Beach in England, known for featuring a single vertical loop traversed both forwards and backwards.
  • 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e458ad9c81908c3f492b317ce291 completed March 27, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788af20cc819084542035410aafbd completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c78968b8588190b26afb5fe1a976db completed March 28, 2026, 7:55 a.m.
NED2 Entity disambiguation (via description) batch_69c78a520b4081908b4822fb55c3dab9 completed March 28, 2026, 7:59 a.m.
Created at: March 27, 2026, 2:38 p.m.