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.