Triple
T14777119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Future Reserves 2020 |
E347288
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | UK defence reform programme |
E92949
|
NE FINISHED |
How this triple was built (2 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 defence reform programme | Statement: [Future Reserves 2020, partOf, UK defence reform programme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UK defence reform programme Context triple: [Future Reserves 2020, partOf, UK defence reform programme]
-
A.
British Army modernisation programme
The British Army modernisation programme is a long-term initiative to transform the Army’s capabilities, equipment, and structure for contemporary and future warfare, including the introduction of advanced armoured vehicles, digital systems, and updated combat doctrines.
-
B.
United Kingdom defence legislation
United Kingdom defence legislation is the body of laws and statutory frameworks that govern the organization, powers, and oversight of the country’s armed forces and defence institutions.
-
C.
United Kingdom defence policy
chosen
United Kingdom defence policy is the overarching framework that guides the country's military strategy, defence spending, and national security priorities at home and abroad.
-
D.
UK Strategic Defence and Security Review 2015
The UK Strategic Defence and Security Review 2015 is a British government policy document that set out the country’s defence and national security priorities and force structure for the coming decade, including decisions on nuclear deterrence and major military capabilities.
-
E.
Defence White Paper
The Defence White Paper is an official Australian government policy document that outlines the country’s long-term defence strategy, priorities, and capability planning in response to evolving regional and global security challenges.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822e9b9e08190bedcc31a163fda82 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec817c39081909b08a0ffdfce9936 |
completed | April 14, 2026, 11:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0cff0474819092e8447f2f13cf59 |
completed | May 8, 2026, 4:19 p.m. |
Created at: April 10, 2026, 1:31 a.m.