Triple

T4339699
Position Surface form Disambiguated ID Type / Status
Subject John Hume E97548 entity
Predicate knownFor P22 FINISHED
Object Hume–Adams talks
The Hume–Adams talks were a series of secret political discussions in the late 1980s and early 1990s between SDLP leader John Hume and Sinn Féin president Gerry Adams that helped lay the groundwork for the Northern Ireland peace process.
E432062 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: Hume–Adams talks | Statement: [John Hume, knownFor, Hume–Adams talks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hume–Adams talks
Context triple: [John Hume, knownFor, Hume–Adams talks]
  • A. Putney Debates
    The Putney Debates were a series of discussions in 1647 among members of the New Model Army and political radicals in England, focusing on constitutional reform, popular sovereignty, and the future structure of government after the Civil War.
  • B. Dialogues on Metaphysics and on Religion
    Dialogues on Metaphysics and on Religion is a philosophical work by Nicolas Malebranche that presents his views on metaphysics, theology, and occasionalism through a series of conversational exchanges.
  • C. Enlightenment salons
    Enlightenment salons were influential social gatherings in early modern France where intellectuals, writers, and philosophers met to discuss and spread new ideas about reason, science, politics, and society.
  • D. John Ploughman's Talk
    John Ploughman's Talk is a popular 19th-century Christian moral and practical advice book written in a plain, humorous style by preacher Charles Spurgeon.
  • E. Lincoln–Douglas debates
    The Lincoln–Douglas debates were a series of seven 1858 Illinois Senate campaign debates between Abraham Lincoln and Stephen A. Douglas that focused on slavery and helped elevate Lincoln to national prominence.
  • 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: Hume–Adams talks
Triple: [John Hume, knownFor, Hume–Adams talks]
Generated description
The Hume–Adams talks were a series of secret political discussions in the late 1980s and early 1990s between SDLP leader John Hume and Sinn Féin president Gerry Adams that helped lay the groundwork for the Northern Ireland peace process.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hume–Adams talks
Target entity description: The Hume–Adams talks were a series of secret political discussions in the late 1980s and early 1990s between SDLP leader John Hume and Sinn Féin president Gerry Adams that helped lay the groundwork for the Northern Ireland peace process.
  • A. Putney Debates
    The Putney Debates were a series of discussions in 1647 among members of the New Model Army and political radicals in England, focusing on constitutional reform, popular sovereignty, and the future structure of government after the Civil War.
  • B. Dialogues on Metaphysics and on Religion
    Dialogues on Metaphysics and on Religion is a philosophical work by Nicolas Malebranche that presents his views on metaphysics, theology, and occasionalism through a series of conversational exchanges.
  • C. Enlightenment salons
    Enlightenment salons were influential social gatherings in early modern France where intellectuals, writers, and philosophers met to discuss and spread new ideas about reason, science, politics, and society.
  • D. John Ploughman's Talk
    John Ploughman's Talk is a popular 19th-century Christian moral and practical advice book written in a plain, humorous style by preacher Charles Spurgeon.
  • E. Lincoln–Douglas debates
    The Lincoln–Douglas debates were a series of seven 1858 Illinois Senate campaign debates between Abraham Lincoln and Stephen A. Douglas that focused on slavery and helped elevate Lincoln to national prominence.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516f92588190bdf004d8020c1203 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0b301188190af8514a675aebb5f completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d137271c8190a2d66fb47eb10d93 completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4e5e24c8190980bc545ca0d339d completed March 14, 2026, 9:36 p.m.
Created at: March 12, 2026, 11:14 p.m.