Triple

T1478352
Position Surface form Disambiguated ID Type / Status
Subject Jo Grimond E30893 entity
Predicate notableWork P4 FINISHED
Object The Liberal Challenge
The Liberal Challenge is a political work by British Liberal Party leader Jo Grimond outlining his vision for revitalizing liberalism in mid-20th-century Britain.
E168940 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 Liberal Challenge | Statement: [Jo Grimond, notableWork, The Liberal Challenge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Liberal Challenge
Context triple: [Jo Grimond, notableWork, The Liberal Challenge]
  • A. The Liberal Future
    "The Liberal Future" is a political work by British Liberal Party leader Jo Grimond outlining his vision for a modern, progressive liberalism in mid-20th-century Britain.
  • B. Up from Liberalism
    Up from Liberalism is a 1959 political book by William F. Buckley Jr. that critiques mid-20th-century American liberalism and helped define the emerging modern conservative movement.
  • C. Liberal Friends
    Liberal Friends are a progressive branch of Quakerism that emphasizes individual spiritual experience, social justice, and inclusive, non-creedal religious practice.
  • D. Reflections of a Radical Moderate
    Reflections of a Radical Moderate is a political memoir and collection of essays by former U.S. Attorney General Elliot Richardson, exploring his centrist philosophy, public service, and the ethical challenges of government.
  • E. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • 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 Liberal Challenge
Triple: [Jo Grimond, notableWork, The Liberal Challenge]
Generated description
The Liberal Challenge is a political work by British Liberal Party leader Jo Grimond outlining his vision for revitalizing liberalism in mid-20th-century Britain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Liberal Challenge
Target entity description: The Liberal Challenge is a political work by British Liberal Party leader Jo Grimond outlining his vision for revitalizing liberalism in mid-20th-century Britain.
  • A. The Liberal Future chosen
    "The Liberal Future" is a political work by British Liberal Party leader Jo Grimond outlining his vision for a modern, progressive liberalism in mid-20th-century Britain.
  • B. Up from Liberalism
    Up from Liberalism is a 1959 political book by William F. Buckley Jr. that critiques mid-20th-century American liberalism and helped define the emerging modern conservative movement.
  • C. Liberal Friends
    Liberal Friends are a progressive branch of Quakerism that emphasizes individual spiritual experience, social justice, and inclusive, non-creedal religious practice.
  • D. Reflections of a Radical Moderate
    Reflections of a Radical Moderate is a political memoir and collection of essays by former U.S. Attorney General Elliot Richardson, exploring his centrist philosophy, public service, and the ethical challenges of government.
  • E. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • F. None of above.

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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c605d4c0819088ab06678b2ba6f3 completed March 1, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1ca21f288190b5f6f9a5895cdcf0 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d13ff5c8190821d1d7026e19513 completed March 8, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad1d825bc48190a08db348c6222e03 completed March 8, 2026, 6:56 a.m.
Created at: March 1, 2026, 8:11 p.m.