Triple
T7838327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taliban offensive of 2021 |
E181740
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Doha Agreement (2020) |
E34192
|
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: Doha Agreement (2020) | Statement: [Taliban offensive of 2021, precededBy, Doha Agreement (2020)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doha Agreement (2020) Context triple: [Taliban offensive of 2021, precededBy, Doha Agreement (2020)]
-
A.
Doha Agreement (2020)
chosen
The Doha Agreement (2020) is a peace deal between the United States and the Taliban that outlined the withdrawal of U.S. troops from Afghanistan in exchange for Taliban security guarantees and intra-Afghan negotiations.
-
B.
Doha Amendment to the Kyoto Protocol
The Doha Amendment to the Kyoto Protocol is an international climate agreement that extends and strengthens countries’ legally binding greenhouse gas emission reduction commitments for a second commitment period under the UN climate regime.
-
C.
Doha Development Agenda
The Doha Development Agenda is a World Trade Organization negotiation round launched in 2001 that focuses on reducing global trade barriers with a particular emphasis on addressing the needs and interests of developing countries.
-
D.
Marrakesh Agreement
The Marrakesh Agreement is the 1994 international treaty that created the World Trade Organization and established the modern framework for global trade rules.
-
E.
Taif Agreement
The Taif Agreement is the 1989 accord that restructured Lebanon’s political system, ended the Lebanese Civil War, and reasserted the country’s sovereignty with a new power-sharing framework.
- 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_69ca8284a25c8190a1a20afad30da792 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c336f08190a21a3fcaa7269457 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5ab573c88190bf6a1745ca5cc7b5 |
completed | March 31, 2026, 5:25 a.m. |
Created at: March 30, 2026, 4:46 p.m.