Triple

T23405432
Position Surface form Disambiguated ID Type / Status
Subject Permanent Representative of Cambodia to ASEAN E559920 entity
Predicate relatedTo P37 FINISHED
Object Cambodia–ASEAN relations
Cambodia–ASEAN relations encompass the political, economic, and security ties between Cambodia and the Association of Southeast Asian Nations, shaped by Cambodia’s integration into regional diplomacy, trade, and multilateral cooperation.
E1584243 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: Cambodia–ASEAN relations | Statement: [Permanent Representative of Cambodia to ASEAN, relatedTo, Cambodia–ASEAN relations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cambodia–ASEAN relations
Context triple: [Permanent Representative of Cambodia to ASEAN, relatedTo, Cambodia–ASEAN relations]
  • A. Khmer–Vietnamese relations
    Khmer–Vietnamese relations encompass the complex historical, political, and cultural interactions—often marked by territorial disputes, migration, and conflict—between the Khmer (Cambodian) and Vietnamese peoples and states.
  • B. Cambodian territorial waters
    Cambodian territorial waters are the maritime zones under Cambodia’s jurisdiction in the Gulf of Thailand, encompassing its coastal sea areas and associated resources.
  • C. ASEAN Liaison
    ASEAN Liaison is a specialized unit within the UN Department of Peace Operations that focuses on coordinating and strengthening peace and security cooperation with the Association of Southeast Asian Nations.
  • D. Association of Southeast Asian Nations–U.S. dialogue
    The Association of Southeast Asian Nations–U.S. dialogue is a formal diplomatic framework through which the United States and ASEAN member states coordinate on political, economic, and security issues in the Asia-Pacific region.
  • E. ASEAN consensus
    ASEAN consensus is the principle of collective agreement and non-confrontational decision-making used by ASEAN members to ensure unity and mutual acceptance of regional policies.
  • 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: Cambodia–ASEAN relations
Triple: [Permanent Representative of Cambodia to ASEAN, relatedTo, Cambodia–ASEAN relations]
Generated description
Cambodia–ASEAN relations encompass the political, economic, and security ties between Cambodia and the Association of Southeast Asian Nations, shaped by Cambodia’s integration into regional diplomacy, trade, and multilateral cooperation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cambodia–ASEAN relations
Target entity description: Cambodia–ASEAN relations encompass the political, economic, and security ties between Cambodia and the Association of Southeast Asian Nations, shaped by Cambodia’s integration into regional diplomacy, trade, and multilateral cooperation.
  • A. Khmer–Vietnamese relations
    Khmer–Vietnamese relations encompass the complex historical, political, and cultural interactions—often marked by territorial disputes, migration, and conflict—between the Khmer (Cambodian) and Vietnamese peoples and states.
  • B. Cambodian territorial waters
    Cambodian territorial waters are the maritime zones under Cambodia’s jurisdiction in the Gulf of Thailand, encompassing its coastal sea areas and associated resources.
  • C. ASEAN Liaison
    ASEAN Liaison is a specialized unit within the UN Department of Peace Operations that focuses on coordinating and strengthening peace and security cooperation with the Association of Southeast Asian Nations.
  • D. Association of Southeast Asian Nations–U.S. dialogue
    The Association of Southeast Asian Nations–U.S. dialogue is a formal diplomatic framework through which the United States and ASEAN member states coordinate on political, economic, and security issues in the Asia-Pacific region.
  • E. ASEAN consensus
    ASEAN consensus is the principle of collective agreement and non-confrontational decision-making used by ASEAN members to ensure unity and mutual acceptance of regional policies.
  • 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_69e2454b3a5881909c64773dc8a5d289 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a4e364548190b98dc09240fba58e completed April 29, 2026, 6:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5df67cac8190868ab0068248be07 completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c5ff391208190a1e5e5d3604de8fb completed May 19, 2026, 1:04 p.m.
NED2 Entity disambiguation (via description) batch_6a0c609b4e108190a8abe634d326f62d completed May 19, 2026, 1:07 p.m.
Created at: April 17, 2026, 5:38 p.m.