Triple
T23283101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singapore Ministry of Defence |
E588918
|
entity |
| Predicate | usesDoctrine |
P4473
|
FINISHED |
| Object | Total Defence (Singapore) |
—
|
NE NERFINISHED |
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: Total Defence (Singapore) | Statement: [Singapore Ministry of Defence, usesDoctrine, Total Defence (Singapore)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Total Defence (Singapore) Context triple: [Singapore Ministry of Defence, usesDoctrine, Total Defence (Singapore)]
-
A.
Singapore Ministry of Defence
The Singapore Ministry of Defence is the government ministry responsible for overseeing Singapore’s national defence, including its armed forces and defence policy.
-
B.
Total Defence Day in Singapore
chosen
Total Defence Day in Singapore is an annual observance on 15 February that promotes national resilience and unity by remembering the country’s World War II experiences and the importance of safeguarding its security.
-
C.
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.
-
D.
Republic of Singapore Air Force
The Republic of Singapore Air Force is the air warfare branch of Singapore’s Armed Forces, responsible for the country’s aerial defense and air power projection.
-
E.
Republic of Singapore Navy
The Republic of Singapore Navy is the maritime branch of Singapore’s Armed Forces, responsible for safeguarding the nation’s territorial waters, sea lines of communication, and maritime security interests.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196447a748190bd797ec9baa63fc3 |
completed | April 29, 2026, 5:25 a.m. |
Created at: April 17, 2026, 4:58 p.m.