Triple
T7838814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S.-Taliban Agreement |
E181751
|
entity |
| Predicate | signedByRepresentative |
P173
|
FINISHED |
| Object | Zalmay Khalilzad |
E182729
|
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: Zalmay Khalilzad | Statement: [U.S.-Taliban Agreement, signedByRepresentative, Zalmay Khalilzad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zalmay Khalilzad Context triple: [U.S.-Taliban Agreement, signedByRepresentative, Zalmay Khalilzad]
-
A.
Zalmay Khalilzad
chosen
Zalmay Khalilzad is an Afghan-American diplomat and foreign policy expert who has served as the U.S. ambassador to Afghanistan, Iraq, and the United Nations and played a key role in U.S.-Taliban negotiations.
-
B.
Dennis Ross
Dennis Ross is an American diplomat and Middle East peace negotiator who played a key role in U.S. efforts to broker Arab-Israeli agreements in the 1990s and early 2000s.
-
C.
Elliott Abrams
Elliott Abrams is an American diplomat and foreign policy official known for his prominent role in shaping U.S. interventionist policies in Latin America during the Reagan administration and later serving in senior national security positions under subsequent Republican presidents.
-
D.
John Negroponte
John Negroponte is an American diplomat and government official who has served in numerous high-level roles, including U.S. ambassador to the United Nations and Iraq.
-
E.
Paul Wolfowitz
Paul Wolfowitz is an American political scientist and diplomat best known for serving as U.S. Deputy Secretary of Defense and later as President of the World Bank, and for his influential role in shaping neoconservative U.S. foreign policy.
- 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_69cc55f5c7408190823dbe7c59d61ead |
completed | March 31, 2026, 11:17 p.m. |
Created at: March 30, 2026, 4:47 p.m.