Triple
T10479050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afghan peace process |
E247123
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object | US–Taliban negotiations |
E181751
|
NE FINISHED |
How this triple was built (2 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: US–Taliban negotiations | Statement: [Afghan peace process, hasComponent, US–Taliban negotiations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: US–Taliban negotiations Context triple: [Afghan peace process, hasComponent, US–Taliban negotiations]
-
A.
U.S.-Taliban Agreement
chosen
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.
-
B.
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.
-
C.
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.
-
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.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 6, 2026, 12:21 p.m.