Triple

T3763275
Position Surface form Disambiguated ID Type / Status
Subject Račak massacre E82611 entity
Predicate aftermath P374 FINISHED
Object Rambouillet peace talks
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.
E386180 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: Rambouillet peace talks | Statement: [Račak massacre, aftermath, Rambouillet peace talks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rambouillet peace talks
Context triple: [Račak massacre, aftermath, Rambouillet peace talks]
  • A. Plombières Agreement
    The Plombières Agreement was a secret 1858 understanding between France and the Kingdom of Sardinia in which Napoleon III informally promised military support to Count Cavour against Austria in exchange for territorial concessions in Italy, paving the way for Italian unification and later formalized in the Treaty of Turin.
  • B. Algiers peace negotiations
    The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
  • C. 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.
  • D. Linas-Marcoussis Agreement
    The Linas-Marcoussis Agreement is a 2003 French-brokered peace accord aimed at ending the civil conflict in Côte d’Ivoire by establishing a power-sharing government and political reforms.
  • 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. 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: Rambouillet peace talks
Triple: [Račak massacre, aftermath, Rambouillet peace talks]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rambouillet peace talks
Target entity description: 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.
  • A. Plombières Agreement
    The Plombières Agreement was a secret 1858 understanding between France and the Kingdom of Sardinia in which Napoleon III informally promised military support to Count Cavour against Austria in exchange for territorial concessions in Italy, paving the way for Italian unification and later formalized in the Treaty of Turin.
  • B. Algiers peace negotiations
    The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
  • C. 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.
  • D. Linas-Marcoussis Agreement
    The Linas-Marcoussis Agreement is a 2003 French-brokered peace accord aimed at ending the civil conflict in Côte d’Ivoire by establishing a power-sharing government and political reforms.
  • 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. 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbfbecf8819099d80af480cbe2d2 completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e51e54108190ab60e189cfbb0db0 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e6a49ffc81908d6322b1ca6f6327 completed March 14, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b4e7311cc4819098926b36b94cae96 completed March 14, 2026, 4:42 a.m.
Created at: March 8, 2026, 3:35 p.m.