Triple
T1591773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doha Agreement (2020) |
E34192
|
entity |
| Predicate | signatoryRepresentative |
P4489
|
FINISHED |
| Object |
Zalmay Khalilzad
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.
|
E182729
|
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: Zalmay Khalilzad | Statement: [Doha Agreement (2020), signatoryRepresentative, Zalmay Khalilzad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zalmay Khalilzad Context triple: [Doha Agreement (2020), signatoryRepresentative, Zalmay Khalilzad]
-
A.
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.
-
B.
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.
-
C.
John Bolton
John Bolton is an American diplomat, lawyer, and conservative foreign policy hawk who served in senior U.S. national security roles, including as National Security Advisor under President Donald Trump.
-
D.
Brent Scowcroft
Brent Scowcroft was a prominent American national security advisor and retired Air Force lieutenant general who served under multiple U.S. presidents and was highly influential in shaping late 20th-century U.S. foreign policy.
-
E.
Zbigniew Brzezinski
Zbigniew Brzezinski was a Polish-American political scientist and diplomat who served as U.S. National Security Advisor under President Jimmy Carter and was a leading strategist of Cold War foreign policy.
- 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: Zalmay Khalilzad Triple: [Doha Agreement (2020), signatoryRepresentative, Zalmay Khalilzad]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zalmay Khalilzad Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
John Bolton
John Bolton is an American diplomat, lawyer, and conservative foreign policy hawk who served in senior U.S. national security roles, including as National Security Advisor under President Donald Trump.
-
D.
Brent Scowcroft
Brent Scowcroft was a prominent American national security advisor and retired Air Force lieutenant general who served under multiple U.S. presidents and was highly influential in shaping late 20th-century U.S. foreign policy.
-
E.
Zbigniew Brzezinski
Zbigniew Brzezinski was a Polish-American political scientist and diplomat who served as U.S. National Security Advisor under President Jimmy Carter and was a leading strategist of Cold War foreign policy.
- 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_69a885fceb2c8190b47e0f7c0aefbff0 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb2c480008190bb472cfdab74c387 |
completed | March 7, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51b5d6f48190baac5d3d6fe13206 |
completed | March 8, 2026, 10:38 a.m. |
| NEDg | Description generation | batch_69ad523ae04c819099431e09cf1eb953 |
completed | March 8, 2026, 10:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad52b3dcf081909e73fba891e985b2 |
completed | March 8, 2026, 10:43 a.m. |
Created at: March 4, 2026, 7:27 p.m.