Triple

T6433749
Position Surface form Disambiguated ID Type / Status
Subject LDPB E129840 entity
Predicate ideology P496 FINISHED
Object Liberal democracy
Liberal democracy is a form of government that combines free and fair elections with the protection of individual rights, the rule of law, and constitutional limits on power.
E591872 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: Liberal democracy | Statement: [LDPB, ideology, Liberal democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberal democracy
Context triple: [LDPB, ideology, Liberal democracy]
  • A. National Democracy
    National Democracy was a major right-wing nationalist political movement in interwar Poland that promoted an ethnically homogeneous Polish state and often clashed with the ruling Sanation camp.
  • B. 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.
  • C. Democratic Republic
    The Democratic Republic is a form of government in which supreme power is vested in the people and exercised through elected representatives within a republican framework.
  • D. American democracy
    American democracy is the system of government in the United States characterized by representative institutions, constitutional checks and balances, and popular participation in political decision-making.
  • E. Republicanism
    Republicanism is a political ideology centered on representative government, civic virtue, and opposition to hereditary rule or concentrated aristocratic power.
  • 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: Liberal democracy
Triple: [LDPB, ideology, Liberal democracy]
Generated description
Liberal democracy is a form of government that combines free and fair elections with the protection of individual rights, the rule of law, and constitutional limits on power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberal democracy
Target entity description: Liberal democracy is a form of government that combines free and fair elections with the protection of individual rights, the rule of law, and constitutional limits on power.
  • A. National Democracy
    National Democracy was a major right-wing nationalist political movement in interwar Poland that promoted an ethnically homogeneous Polish state and often clashed with the ruling Sanation camp.
  • B. 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.
  • C. Democratic Republic
    The Democratic Republic is a form of government in which supreme power is vested in the people and exercised through elected representatives within a republican framework.
  • D. American democracy
    American democracy is the system of government in the United States characterized by representative institutions, constitutional checks and balances, and popular participation in political decision-making.
  • E. Republicanism
    Republicanism is a political ideology centered on representative government, civic virtue, and opposition to hereditary rule or concentrated aristocratic power.
  • 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_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0693f73ec8190883470b57f8141aa completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640efd490819084b3b67b3b0680b6 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c6420e3fe48190aef959cb7ab1e0d3 completed March 27, 2026, 8:38 a.m.
NED2 Entity disambiguation (via description) batch_69c642a344e48190bccb0f0d122fca4c completed March 27, 2026, 8:41 a.m.
Created at: March 22, 2026, 4:45 p.m.