Triple
T3951894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO bombing of Yugoslavia |
E84881
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Rambouillet negotiations |
E386180
|
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: Rambouillet negotiations | Statement: [NATO bombing of Yugoslavia, precededBy, Rambouillet negotiations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rambouillet negotiations Context triple: [NATO bombing of Yugoslavia, precededBy, Rambouillet negotiations]
-
A.
Rambouillet peace talks
chosen
The Rambouillet peace talks were a 1999 international negotiation effort aimed at resolving the Kosovo conflict between Yugoslav/Serbian authorities and ethnic Albanian representatives, whose failure helped precipitate NATO’s military intervention.
-
B.
Matignon Agreements
The Matignon Agreements were landmark 1936 accords in France that granted major social and labor reforms, including wage increases, collective bargaining rights, and paid vacations, following a wave of worker strikes under the Popular Front government.
-
C.
Rambouillet Agreement
The Rambouillet Agreement was a proposed peace accord in early 1999 intended to resolve the Kosovo conflict, whose failure helped trigger NATO’s military intervention against Yugoslavia.
-
D.
Helsinki Accords
The Helsinki Accords were a 1975 diplomatic agreement between Western and Eastern bloc countries that aimed to improve relations, recognize post–World War II European borders, and promote human rights during the Cold War.
-
E.
Geneva Conference of 1954
The Geneva Conference of 1954 was an international meeting that ended the First Indochina War and led to the temporary partition of Vietnam, reshaping the political landscape of Southeast Asia.
- 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_69aed934fbfc8190847068e4546de963 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef939d1308190930dc2c8272eafa4 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b533a80d4c8190bb1aac1b2900d9a8 |
completed | March 14, 2026, 10:08 a.m. |
Created at: March 9, 2026, 3:30 p.m.