Triple

T9680233
Position Surface form Disambiguated ID Type / Status
Subject Killing Joke E234260 entity
Predicate notableWork P4 FINISHED
Object “Democracy”
“Democracy” is a politically charged 1996 single by the English post-punk band Killing Joke, known for its critical lyrics and heavy, industrial-influenced sound.
 E813419 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: “Democracy” | Statement: [Killing Joke, notableWork, “Democracy”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Democracy”
Context triple: [Killing Joke, notableWork, “Democracy”]
  • A. Democracity
    Democracity was a utopian, futuristic model city exhibit at the 1939 New York World's Fair that envisioned an idealized, technologically advanced American society.
  • B. La Democracia
    La Democracia is a small rural village in central Belize known for its roadside markets and proximity to the Belize Zoo.
  • C. Democracy
    "Democracy" is a 1984 novel by Joan Didion that blends political intrigue and personal disillusionment against the backdrop of American involvement in Southeast Asia.
  • D. Democracy
    "Democracy" is a stage play by British playwright Michael Frayn that dramatizes the complex political and personal relationship between West German Chancellor Willy Brandt and his assistant and spy Günter Guillaume.
  • E. "Wealth and Democracy"
    "Wealth and Democracy" is a historical and political analysis book by Kevin Phillips that examines the relationship between concentrated wealth, political power, and the evolution of American democracy.
  • 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: “Democracy”
Triple: [Killing Joke, notableWork, “Democracy”]
Generated description
“Democracy” is a politically charged 1996 single by the English post-punk band Killing Joke, known for its critical lyrics and heavy, industrial-influenced sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Democracy”
Target entity description: “Democracy” is a politically charged 1996 single by the English post-punk band Killing Joke, known for its critical lyrics and heavy, industrial-influenced sound.
  • A. Democracity
    Democracity was a utopian, futuristic model city exhibit at the 1939 New York World's Fair that envisioned an idealized, technologically advanced American society.
  • B. La Democracia
    La Democracia is a small rural village in central Belize known for its roadside markets and proximity to the Belize Zoo.
  • C. Democracy
    "Democracy" is a 1984 novel by Joan Didion that blends political intrigue and personal disillusionment against the backdrop of American involvement in Southeast Asia.
  • D. Democracy
    "Democracy" is a stage play by British playwright Michael Frayn that dramatizes the complex political and personal relationship between West German Chancellor Willy Brandt and his assistant and spy Günter Guillaume.
  • E. "Wealth and Democracy"
    "Wealth and Democracy" is a historical and political analysis book by Kevin Phillips that examines the relationship between concentrated wealth, political power, and the evolution of American democracy.
  • 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9c9dcbe881908ae926a5b5eae759 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a395a508190a185d08f3719ee09 completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18b28b8c88190ba658f7c3f5e438c completed April 4, 2026, 10:05 p.m.
NED2 Entity disambiguation (via description) batch_69d18bb5d1908190a34dec67fd98a226 completed April 4, 2026, 10:07 p.m.
Created at: March 30, 2026, 8:16 p.m.