Triple

T10479058
Position Surface form Disambiguated ID Type / Status
Subject Afghan peace process E247123 entity
Predicate includesEvent P1393 FINISHED
Object Doha peace talks
The Doha peace talks were negotiations held in Qatar aimed at reaching a political settlement between the Taliban, the Afghan government, and international stakeholders to end the long-running conflict in Afghanistan.
E865896 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: Doha peace talks | Statement: [Afghan peace process, includesEvent, Doha peace talks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doha peace talks
Context triple: [Afghan peace process, includesEvent, Doha peace talks]
  • A. Astana peace talks
    The Astana peace talks are a series of negotiations held in Kazakhstan aimed at brokering ceasefires and political solutions among the main parties involved in the Syrian Civil War, with key involvement from Russia, Turkey, and Iran.
  • B. Arawa peace talks
    The Arawa peace talks were negotiations held in the town of Arawa aimed at resolving the Bougainville Civil War and establishing a framework for peace and political settlement in the region.
  • C. Sharm el-Sheikh Memorandum negotiations
    Sharm el-Sheikh Memorandum negotiations were talks between Israeli and Palestinian leaders in 1999 that produced an agreement to implement outstanding obligations from earlier peace accords, including the Wye River Memorandum, as part of the broader Middle East peace process.
  • D. Algiers peace negotiations
    The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
  • E. Geneva peace talks on Syria
    The Geneva peace talks on Syria were a series of United Nations–mediated negotiations aimed at achieving a political solution to the Syrian Civil War through dialogue between the Syrian government, opposition groups, and international stakeholders.
  • 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: Doha peace talks
Triple: [Afghan peace process, includesEvent, Doha peace talks]
Generated description
The Doha peace talks were negotiations held in Qatar aimed at reaching a political settlement between the Taliban, the Afghan government, and international stakeholders to end the long-running conflict in Afghanistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doha peace talks
Target entity description: The Doha peace talks were negotiations held in Qatar aimed at reaching a political settlement between the Taliban, the Afghan government, and international stakeholders to end the long-running conflict in Afghanistan.
  • A. Astana peace talks
    The Astana peace talks are a series of negotiations held in Kazakhstan aimed at brokering ceasefires and political solutions among the main parties involved in the Syrian Civil War, with key involvement from Russia, Turkey, and Iran.
  • B. Arawa peace talks
    The Arawa peace talks were negotiations held in the town of Arawa aimed at resolving the Bougainville Civil War and establishing a framework for peace and political settlement in the region.
  • C. Sharm el-Sheikh Memorandum negotiations
    Sharm el-Sheikh Memorandum negotiations were talks between Israeli and Palestinian leaders in 1999 that produced an agreement to implement outstanding obligations from earlier peace accords, including the Wye River Memorandum, as part of the broader Middle East peace process.
  • D. Algiers peace negotiations
    The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
  • E. Geneva peace talks on Syria
    The Geneva peace talks on Syria were a series of United Nations–mediated negotiations aimed at achieving a political solution to the Syrian Civil War through dialogue between the Syrian government, opposition groups, and international stakeholders.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5095a25708190bf34e3ca1491e003 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8a02aa2748190902f5c08afd7dda9 completed April 10, 2026, 7 a.m.
NEDg Description generation batch_69d8a2f4bbec8190a5c508c6431d71b2 completed April 10, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69d8aff34c7081909c3504e00f56d9ec completed April 10, 2026, 8:08 a.m.
Created at: April 6, 2026, 12:21 p.m.