Triple

T18142493
Position Surface form Disambiguated ID Type / Status
Subject UK–Brunei defence cooperation E434296 entity
Predicate hasComponent P35 FINISHED
Object British Forces Brunei
British Forces Brunei is a permanent British military presence in Brunei, primarily comprising a Gurkha infantry battalion and supporting units that conduct jungle warfare training and regional security tasks in Southeast Asia.
E1308060 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: British Forces Brunei | Statement: [UK–Brunei defence cooperation, hasComponent, British Forces Brunei]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: British Forces Brunei
Context triple: [UK–Brunei defence cooperation, hasComponent, British Forces Brunei]
  • A. Brunei government forces
    Brunei government forces are the state’s military and security units responsible for maintaining internal order and defending Brunei’s sovereignty.
  • B. Malaysian Armed Forces
    The Malaysian Armed Forces are the combined military services of Malaysia, responsible for defending the nation’s sovereignty and security on land, at sea, and in the air.
  • C. Straits Settlements Volunteer Force
    The Straits Settlements Volunteer Force was a British colonial volunteer military unit in Southeast Asia, composed mainly of local European and Asian part-time soldiers who served in the defense of Singapore and Malaya before and during World War II.
  • D. Singapore Armed Forces
    The Singapore Armed Forces is the military organization responsible for the defense of Singapore, comprising the Army, Navy, and Air Force and known for its advanced technology and conscription-based manpower system.
  • E. Malayan Home Guard
    The Malayan Home Guard was a British-organized auxiliary security force composed largely of local volunteers, created to protect rural communities and support counterinsurgency operations during the Malayan Emergency.
  • 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: British Forces Brunei
Triple: [UK–Brunei defence cooperation, hasComponent, British Forces Brunei]
Generated description
British Forces Brunei is a permanent British military presence in Brunei, primarily comprising a Gurkha infantry battalion and supporting units that conduct jungle warfare training and regional security tasks in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: British Forces Brunei
Target entity description: British Forces Brunei is a permanent British military presence in Brunei, primarily comprising a Gurkha infantry battalion and supporting units that conduct jungle warfare training and regional security tasks in Southeast Asia.
  • A. Brunei government forces
    Brunei government forces are the state’s military and security units responsible for maintaining internal order and defending Brunei’s sovereignty.
  • B. Malaysian Armed Forces
    The Malaysian Armed Forces are the combined military services of Malaysia, responsible for defending the nation’s sovereignty and security on land, at sea, and in the air.
  • C. Straits Settlements Volunteer Force
    The Straits Settlements Volunteer Force was a British colonial volunteer military unit in Southeast Asia, composed mainly of local European and Asian part-time soldiers who served in the defense of Singapore and Malaya before and during World War II.
  • D. Singapore Armed Forces
    The Singapore Armed Forces is the military organization responsible for the defense of Singapore, comprising the Army, Navy, and Air Force and known for its advanced technology and conscription-based manpower system.
  • E. Malayan Home Guard
    The Malayan Home Guard was a British-organized auxiliary security force composed largely of local volunteers, created to protect rural communities and support counterinsurgency operations during the Malayan Emergency.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de0c8aa88190b4ded7e6d05f6edf completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038552a3e081908d055737dd85b2c6 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03887c8e4c819084d905bd116799fc completed May 12, 2026, 8:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0388ea54a0819089def110dd41b4d4 completed May 12, 2026, 8:09 p.m.
Created at: April 10, 2026, 10:29 a.m.