Triple

T7081547
Position Surface form Disambiguated ID Type / Status
Subject Vietnam People’s Air Force E164966 entity
Predicate alliance P600 FINISHED
Object ASEAN militaries (informal cooperation)
ASEAN militaries (informal cooperation) refers to the loose, non-binding security and defense collaboration among the armed forces of Southeast Asian nations, focused on dialogue, joint exercises, and confidence-building rather than formal alliance commitments.
E641238 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: ASEAN militaries (informal cooperation) | Statement: [Vietnam People’s Air Force, alliance, ASEAN militaries (informal cooperation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ASEAN militaries (informal cooperation)
Context triple: [Vietnam People’s Air Force, alliance, ASEAN militaries (informal cooperation)]
  • A. ASEAN Defence Ministers’ Meeting
    The ASEAN Defence Ministers’ Meeting is a key regional forum where defence ministers from Southeast Asian nations coordinate security policies, enhance military cooperation, and address shared strategic and defence challenges.
  • B. ASEAN Defence Senior Officials’ Meeting
    The ASEAN Defence Senior Officials’ Meeting is a high-level forum of senior defence officials from ASEAN member states that prepares, coordinates, and follows up on the work of the ASEAN Defence Ministers’ Meeting.
  • C. ASEAN Regional Forum
    The ASEAN Regional Forum is a multilateral security dialogue platform in the Asia-Pacific region that brings together ASEAN members and other key countries to discuss and cooperate on political and security issues.
  • D. ASEAN Coordinating Council
    The ASEAN Coordinating Council is a high-level ministerial body within the Association of Southeast Asian Nations responsible for coordinating the implementation of ASEAN policies and community-building initiatives among member states.
  • 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: ASEAN militaries (informal cooperation)
Triple: [Vietnam People’s Air Force, alliance, ASEAN militaries (informal cooperation)]
Generated description
ASEAN militaries (informal cooperation) refers to the loose, non-binding security and defense collaboration among the armed forces of Southeast Asian nations, focused on dialogue, joint exercises, and confidence-building rather than formal alliance commitments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ASEAN militaries (informal cooperation)
Target entity description: ASEAN militaries (informal cooperation) refers to the loose, non-binding security and defense collaboration among the armed forces of Southeast Asian nations, focused on dialogue, joint exercises, and confidence-building rather than formal alliance commitments.
  • A. ASEAN Defence Ministers’ Meeting
    The ASEAN Defence Ministers’ Meeting is a key regional forum where defence ministers from Southeast Asian nations coordinate security policies, enhance military cooperation, and address shared strategic and defence challenges.
  • B. ASEAN Defence Senior Officials’ Meeting
    The ASEAN Defence Senior Officials’ Meeting is a high-level forum of senior defence officials from ASEAN member states that prepares, coordinates, and follows up on the work of the ASEAN Defence Ministers’ Meeting.
  • C. ASEAN Regional Forum
    The ASEAN Regional Forum is a multilateral security dialogue platform in the Asia-Pacific region that brings together ASEAN members and other key countries to discuss and cooperate on political and security issues.
  • D. ASEAN Coordinating Council
    The ASEAN Coordinating Council is a high-level ministerial body within the Association of Southeast Asian Nations responsible for coordinating the implementation of ASEAN policies and community-building initiatives among member states.
  • 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4f1f5748190b214856bcfc70d81 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79477a79c81909b51175a24d17142 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c798cd9e4c8190a9dc1176d60d2cf6 completed March 28, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69c799fae8608190b0cd94d59ab589a4 completed March 28, 2026, 9:06 a.m.
Created at: March 27, 2026, 2:40 p.m.