Triple

T8416196
Position Surface form Disambiguated ID Type / Status
Subject The Party E198735 entity
Predicate politicalIdeology P496 FINISHED
Object Ingsoc
Ingsoc is the totalitarian, authoritarian ideology of Oceania in George Orwell’s novel "Nineteen Eighty-Four," characterized by absolute Party control, propaganda, and the manipulation of truth.
E733031 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: Ingsoc | Statement: [The Party, politicalIdeology, Ingsoc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ingsoc
Context triple: [The Party, politicalIdeology, Ingsoc]
  • A. Ministry of Truth
    The Ministry of Truth is a fictional government department in George Orwell's dystopian novel "Nineteen Eighty-Four," responsible for propaganda, historical revisionism, and controlling information to maintain the Party's power.
  • B. Newspeak
    Newspeak is the fictional, tightly controlled language in George Orwell’s dystopian novel *Nineteen Eighty-Four*, designed to limit thought and enforce ideological conformity.
  • C. Ministry of Love
    The Ministry of Love is a fictional government institution in George Orwell's dystopian novel "Nineteen Eighty-Four," notorious for its role in enforcing loyalty to the Party through surveillance, torture, and psychological manipulation.
  • D. Mustapha Mond
    Mustapha Mond is the powerful World Controller for Western Europe in Aldous Huxley’s dystopian novel "Brave New World," embodying the regime’s rational, pleasure-driven authoritarianism.
  • E. Two Minutes Hate
    Two Minutes Hate is a daily ritual of orchestrated public rage and propaganda in George Orwell’s dystopian novel "Nineteen Eighty-Four," used by the Party to manipulate and control citizens’ emotions.
  • 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: Ingsoc
Triple: [The Party, politicalIdeology, Ingsoc]
Generated description
Ingsoc is the totalitarian, authoritarian ideology of Oceania in George Orwell’s novel "Nineteen Eighty-Four," characterized by absolute Party control, propaganda, and the manipulation of truth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ingsoc
Target entity description: Ingsoc is the totalitarian, authoritarian ideology of Oceania in George Orwell’s novel "Nineteen Eighty-Four," characterized by absolute Party control, propaganda, and the manipulation of truth.
  • A. Ministry of Truth
    The Ministry of Truth is a fictional government department in George Orwell's dystopian novel "Nineteen Eighty-Four," responsible for propaganda, historical revisionism, and controlling information to maintain the Party's power.
  • B. Newspeak
    Newspeak is the fictional, tightly controlled language in George Orwell’s dystopian novel *Nineteen Eighty-Four*, designed to limit thought and enforce ideological conformity.
  • C. Ministry of Love
    The Ministry of Love is a fictional government institution in George Orwell's dystopian novel "Nineteen Eighty-Four," notorious for its role in enforcing loyalty to the Party through surveillance, torture, and psychological manipulation.
  • D. Mustapha Mond
    Mustapha Mond is the powerful World Controller for Western Europe in Aldous Huxley’s dystopian novel "Brave New World," embodying the regime’s rational, pleasure-driven authoritarianism.
  • E. Two Minutes Hate
    Two Minutes Hate is a daily ritual of orchestrated public rage and propaganda in George Orwell’s dystopian novel "Nineteen Eighty-Four," used by the Party to manipulate and control citizens’ emotions.
  • 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_69ca831201b481909e137936ef99ff11 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb84c5121081908efa3eca25406d3a completed March 31, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce0333a3488190ba30d03b1d7bacb1 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0781859c8190bb92f41c00af459b completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce089d09c08190ba321aed4044a862 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:06 p.m.