Triple

T2252419
Position Surface form Disambiguated ID Type / Status
Subject Lakhdar Brahimi E49645 entity
Predicate participatedIn P149 FINISHED
Object Afghan peace process
The Afghan peace process refers to the series of diplomatic, political, and negotiation efforts aimed at ending decades of conflict in Afghanistan and establishing a stable, inclusive government.
E247123 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: Afghan peace process | Statement: [Lakhdar Brahimi, participatedIn, Afghan peace process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afghan peace process
Context triple: [Lakhdar Brahimi, participatedIn, Afghan peace process]
  • A. Agreement for Bringing Peace to Afghanistan
    The Agreement for Bringing Peace to Afghanistan is the 2020 peace deal signed in Doha between the United States and the Taliban, outlining the withdrawal of U.S. troops and commitments to prevent terrorist use of Afghan soil.
  • B. Afghan conflicts
    Afghan conflicts refers to the series of wars and insurgencies in Afghanistan—most notably the Soviet–Afghan War, the civil wars of the 1990s, and the post-2001 conflict involving the Taliban and international forces—that have profoundly shaped the country’s modern history and regional geopolitics.
  • C. U.S.-Taliban Agreement
    The U.S.-Taliban Agreement is a 2020 peace deal outlining the withdrawal of U.S. troops from Afghanistan in exchange for Taliban counterterrorism commitments and intra-Afghan negotiations.
  • D. 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.
  • E. 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.
  • 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: Afghan peace process
Triple: [Lakhdar Brahimi, participatedIn, Afghan peace process]
Generated description
The Afghan peace process refers to the series of diplomatic, political, and negotiation efforts aimed at ending decades of conflict in Afghanistan and establishing a stable, inclusive government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afghan peace process
Target entity description: The Afghan peace process refers to the series of diplomatic, political, and negotiation efforts aimed at ending decades of conflict in Afghanistan and establishing a stable, inclusive government.
  • A. Agreement for Bringing Peace to Afghanistan
    The Agreement for Bringing Peace to Afghanistan is the 2020 peace deal signed in Doha between the United States and the Taliban, outlining the withdrawal of U.S. troops and commitments to prevent terrorist use of Afghan soil.
  • B. Afghan conflicts
    Afghan conflicts refers to the series of wars and insurgencies in Afghanistan—most notably the Soviet–Afghan War, the civil wars of the 1990s, and the post-2001 conflict involving the Taliban and international forces—that have profoundly shaped the country’s modern history and regional geopolitics.
  • C. U.S.-Taliban Agreement
    The U.S.-Taliban Agreement is a 2020 peace deal outlining the withdrawal of U.S. troops from Afghanistan in exchange for Taliban counterterrorism commitments and intra-Afghan negotiations.
  • D. 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.
  • E. 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.
  • 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc11eb2708190bc5a3d152a3bb133 completed March 7, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1dd6fc8190bd762fb3a17258b0 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbdef14819084b96389435ca080 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c2cfac48190b0425088e79cd122 completed March 9, 2026, 6:43 a.m.
Created at: March 4, 2026, 7:47 p.m.