Triple

T8130521
Position Surface form Disambiguated ID Type / Status
Subject Baling E189841 entity
Predicate knownFor P22 FINISHED
Object 1955 Baling Talks
The 1955 Baling Talks were a pivotal meeting in Malaya between British colonial authorities and communist leader Chin Peng aimed at negotiating an end to the Malayan Emergency.
E713921 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: 1955 Baling Talks | Statement: [Baling, knownFor, 1955 Baling Talks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 1955 Baling Talks
Context triple: [Baling, knownFor, 1955 Baling Talks]
  • A. 1993 Koo–Wang talks
    The 1993 Koo–Wang talks were the first high-level, semi-official meeting between representatives from mainland China and Taiwan since 1949, marking a major breakthrough in cross-Strait dialogue.
  • B. Summit Agreement of 1966
    The Summit Agreement of 1966 was a negotiated accord between civil rights leaders and Chicago city officials that aimed to address housing discrimination and other racial injustices highlighted by the Chicago Freedom Movement.
  • C. Bandung Conference
    The Bandung Conference was a landmark 1955 meeting of Asian and African nations in Indonesia that promoted solidarity among newly independent states and laid the groundwork for the Non-Aligned Movement.
  • D. Renville Agreement
    The Renville Agreement was a 1948 political accord between the Netherlands and the Indonesian Republic, brokered aboard a U.S. warship, that attempted to regulate the ceasefire and territorial control during the Indonesian National Revolution.
  • E. Arawa peace talks
    The Arawa peace talks were negotiations held in the town of Arawa aimed at resolving the Bougainville Civil War and establishing a framework for peace and political settlement in the region.
  • 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: 1955 Baling Talks
Triple: [Baling, knownFor, 1955 Baling Talks]
Generated description
The 1955 Baling Talks were a pivotal meeting in Malaya between British colonial authorities and communist leader Chin Peng aimed at negotiating an end to the Malayan Emergency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 1955 Baling Talks
Target entity description: The 1955 Baling Talks were a pivotal meeting in Malaya between British colonial authorities and communist leader Chin Peng aimed at negotiating an end to the Malayan Emergency.
  • A. 1993 Koo–Wang talks
    The 1993 Koo–Wang talks were the first high-level, semi-official meeting between representatives from mainland China and Taiwan since 1949, marking a major breakthrough in cross-Strait dialogue.
  • B. Summit Agreement of 1966
    The Summit Agreement of 1966 was a negotiated accord between civil rights leaders and Chicago city officials that aimed to address housing discrimination and other racial injustices highlighted by the Chicago Freedom Movement.
  • C. Bandung Conference
    The Bandung Conference was a landmark 1955 meeting of Asian and African nations in Indonesia that promoted solidarity among newly independent states and laid the groundwork for the Non-Aligned Movement.
  • D. Renville Agreement
    The Renville Agreement was a 1948 political accord between the Netherlands and the Indonesian Republic, brokered aboard a U.S. warship, that attempted to regulate the ceasefire and territorial control during the Indonesian National Revolution.
  • E. Arawa peace talks
    The Arawa peace talks were negotiations held in the town of Arawa aimed at resolving the Bougainville Civil War and establishing a framework for peace and political settlement in the region.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b7dbd881908a80f23090596eae completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc947a7354819088c6f3cc6ab677cf completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cc95c0b19881908521cce5ac0fe197 completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc970698f88190a0869515904e50e3 completed April 1, 2026, 3:54 a.m.
Created at: March 30, 2026, 5:34 p.m.