Triple

T278413
Position Surface form Disambiguated ID Type / Status
Subject Malayan Emergency E5298 entity
Predicate peaceAgreement P611 FINISHED
Object Baling Talks (unsuccessful negotiations)
Baling Talks were 1955 negotiations in Malaya between the British-backed government and communist insurgent leader Chin Peng that failed to end the Malayan Emergency.
E36247 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: Baling Talks (unsuccessful negotiations) | Statement: [Malayan Emergency, peaceAgreement, Baling Talks (unsuccessful negotiations)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baling Talks (unsuccessful negotiations)
Context triple: [Malayan Emergency, peaceAgreement, Baling Talks (unsuccessful negotiations)]
  • A. Border Conference
    The Border Conference was a mid-20th-century American college athletic conference that included several universities from the southwestern United States.
  • B. Soviet–Finnish negotiations of 1938–1939
    The Soviet–Finnish negotiations of 1938–1939 were pre-war diplomatic talks in which the Soviet Union sought territorial and security concessions from Finland in an unsuccessful attempt to reshape their border and strategic position before resorting to military action.
  • C. Havana Charter negotiations
    The Havana Charter negotiations were post–World War II international talks aimed at creating an International Trade Organization to regulate global trade, investment, and employment, but ultimately failed to be ratified.
  • D. Camp David Summit 2000
    Camp David Summit 2000 was a high-level peace negotiation held in the United States between Israeli and Palestinian leaders under U.S. mediation, aimed at reaching a final-status agreement in the Arab–Israeli conflict but ultimately ending without a deal.
  • E. Panmunjom
    Panmunjom is a village in the Demilitarized Zone (DMZ) between North and South Korea that serves as a symbolic site for inter-Korean negotiations and military talks.
  • 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: Baling Talks (unsuccessful negotiations)
Triple: [Malayan Emergency, peaceAgreement, Baling Talks (unsuccessful negotiations)]
Generated description
Baling Talks were 1955 negotiations in Malaya between the British-backed government and communist insurgent leader Chin Peng that failed to end the Malayan Emergency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baling Talks (unsuccessful negotiations)
Target entity description: Baling Talks were 1955 negotiations in Malaya between the British-backed government and communist insurgent leader Chin Peng that failed to end the Malayan Emergency.
  • A. Border Conference
    The Border Conference was a mid-20th-century American college athletic conference that included several universities from the southwestern United States.
  • B. Soviet–Finnish negotiations of 1938–1939
    The Soviet–Finnish negotiations of 1938–1939 were pre-war diplomatic talks in which the Soviet Union sought territorial and security concessions from Finland in an unsuccessful attempt to reshape their border and strategic position before resorting to military action.
  • C. Havana Charter negotiations
    The Havana Charter negotiations were post–World War II international talks aimed at creating an International Trade Organization to regulate global trade, investment, and employment, but ultimately failed to be ratified.
  • D. Camp David Summit 2000
    Camp David Summit 2000 was a high-level peace negotiation held in the United States between Israeli and Palestinian leaders under U.S. mediation, aimed at reaching a final-status agreement in the Arab–Israeli conflict but ultimately ending without a deal.
  • E. Panmunjom
    Panmunjom is a village in the Demilitarized Zone (DMZ) between North and South Korea that serves as a symbolic site for inter-Korean negotiations and military talks.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25dee7830819087f153769a8496b9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a394a2b1a081909bb78499544984da completed March 1, 2026, 1:21 a.m.
NEDg Description generation batch_69a3956f12208190bdfc4f265b712ce8 completed March 1, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_69a395e03da8819095339cc6f9a230e4 completed March 1, 2026, 1:26 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.