Triple
T4352868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Headquarters British Army Brunei (elements) |
E98071
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
UK–Brunei defence cooperation
UK–Brunei defence cooperation is a longstanding bilateral security partnership focused on military presence, training, and regional stability, underpinned by defence agreements between the United Kingdom and Brunei.
|
E434296
|
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: UK–Brunei defence cooperation | Statement: [Headquarters British Army Brunei (elements), relatedTo, UK–Brunei defence cooperation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UK–Brunei defence cooperation Context triple: [Headquarters British Army Brunei (elements), relatedTo, UK–Brunei defence cooperation]
-
A.
United Kingdom defence establishment
The United Kingdom defence establishment is the overarching national framework of institutions, policies, and armed forces responsible for the country’s defence, security strategy, and military operations.
-
B.
AUKUS security partnership
The AUKUS security partnership is a trilateral defense and technology pact between Australia, the United Kingdom, and the United States focused on enhancing military interoperability and advanced capabilities, including nuclear-powered submarines, in the Indo-Pacific region.
-
C.
United Kingdom defence industrial base
The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
-
D.
Danish Defence Agreement
The Danish Defence Agreement is a multi-year political framework that sets the structure, funding, and strategic priorities of Denmark’s armed forces and overall defence policy.
-
E.
Bahrain Defence Force
The Bahrain Defence Force is the military organization responsible for the defense and security of the Kingdom of Bahrain, encompassing its army, navy, air force, and other armed services.
- 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: UK–Brunei defence cooperation Triple: [Headquarters British Army Brunei (elements), relatedTo, UK–Brunei defence cooperation]
Generated description
UK–Brunei defence cooperation is a longstanding bilateral security partnership focused on military presence, training, and regional stability, underpinned by defence agreements between the United Kingdom and Brunei.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UK–Brunei defence cooperation Target entity description: UK–Brunei defence cooperation is a longstanding bilateral security partnership focused on military presence, training, and regional stability, underpinned by defence agreements between the United Kingdom and Brunei.
-
A.
United Kingdom defence establishment
The United Kingdom defence establishment is the overarching national framework of institutions, policies, and armed forces responsible for the country’s defence, security strategy, and military operations.
-
B.
AUKUS security partnership
The AUKUS security partnership is a trilateral defense and technology pact between Australia, the United Kingdom, and the United States focused on enhancing military interoperability and advanced capabilities, including nuclear-powered submarines, in the Indo-Pacific region.
-
C.
United Kingdom defence industrial base
The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
-
D.
Danish Defence Agreement
The Danish Defence Agreement is a multi-year political framework that sets the structure, funding, and strategic priorities of Denmark’s armed forces and overall defence policy.
-
E.
Bahrain Defence Force
The Bahrain Defence Force is the military organization responsible for the defense and security of the Kingdom of Bahrain, encompassing its army, navy, air force, and other armed services.
- 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_69b3454965f881908c41190bb22f0e4b |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351ab03488190a8900de98fb4a00e |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbb32eb081908dbaa8cc14882fe0 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5df8336e881908c875b8411c2fe4d |
completed | March 14, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0ded0288190b615364e9ae10821 |
completed | March 14, 2026, 10:27 p.m. |
Created at: March 12, 2026, 11:15 p.m.