Triple

T8416778
Position Surface form Disambiguated ID Type / Status
Subject 1984 E198746 entity
Predicate notableConcept P201 FINISHED
Object Doublethink
Doublethink is the Orwellian concept of simultaneously accepting two mutually contradictory beliefs as true, a mental discipline used to enable and sustain totalitarian control.
E733045 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: Doublethink | Statement: [1984, notableConcept, Doublethink]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doublethink
Context triple: [1984, notableConcept, Doublethink]
  • A. 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.
  • B. 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.
  • C. Room 101
    Room 101 is the infamous torture chamber in George Orwell’s *Nineteen Eighty-Four* where prisoners are confronted with their worst fears to break their resistance and enforce absolute obedience.
  • D. Paradox
    Paradox is a relational database management system and development environment originally popular on DOS and Windows, known for its ease of use and integration with Borland’s programming tools.
  • E. Paranoia
    "Paranoia" is an introspective, emotionally charged track by Chance the Rapper that explores fear, violence, and anxiety in his hometown of Chicago.
  • 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: Doublethink
Triple: [1984, notableConcept, Doublethink]
Generated description
Doublethink is the Orwellian concept of simultaneously accepting two mutually contradictory beliefs as true, a mental discipline used to enable and sustain totalitarian control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doublethink
Target entity description: Doublethink is the Orwellian concept of simultaneously accepting two mutually contradictory beliefs as true, a mental discipline used to enable and sustain totalitarian control.
  • A. 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.
  • B. 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.
  • C. Room 101
    Room 101 is the infamous torture chamber in George Orwell’s *Nineteen Eighty-Four* where prisoners are confronted with their worst fears to break their resistance and enforce absolute obedience.
  • D. Paradox
    Paradox is a relational database management system and development environment originally popular on DOS and Windows, known for its ease of use and integration with Borland’s programming tools.
  • E. Paranoia
    "Paranoia" is an introspective, emotionally charged track by Chance the Rapper that explores fear, violence, and anxiety in his hometown of Chicago.
  • 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.