Triple
T21064562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heron UAV |
E518932
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Singapore Armed Forces |
—
|
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: Singapore Armed Forces | Statement: [Heron UAV, usedBy, Singapore Armed Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Singapore Armed Forces Context triple: [Heron UAV, usedBy, Singapore Armed Forces]
-
A.
Singapore Armed Forces
chosen
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.
-
B.
Singapore Army
The Singapore Army is the land warfare branch of the Singapore Armed Forces, responsible for defending the nation’s territorial integrity through a modern, highly trained, and technologically advanced ground force.
-
C.
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.
-
D.
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.
-
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_69e0b505ef108190b25dd4033e2ff7eb |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6feb29e388190a80fa969a4daa606 |
completed | April 21, 2026, 4:36 a.m. |
Created at: April 16, 2026, 2:44 p.m.