Triple
T2412802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lockheed P-2 Neptune |
E52232
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | South African Air Force |
E81238
|
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: South African Air Force | Statement: [Lockheed P-2 Neptune, usedBy, South African Air Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African Air Force Context triple: [Lockheed P-2 Neptune, usedBy, South African Air Force]
-
A.
South African Air Force
chosen
The South African Air Force is the air warfare branch of South Africa’s military, responsible for aerial defense, transport, and support operations.
-
B.
Armed Forces of South Africa
The Armed Forces of South Africa are the unified military forces of the Republic of South Africa, responsible for the country’s defense, peacekeeping operations, and regional security engagements.
-
C.
South African Army
The South African Army is the land warfare branch of South Africa’s military, known for its role in regional African conflicts and peacekeeping operations.
-
D.
South African Military Health Service
The South African Military Health Service is the branch of South Africa’s armed forces responsible for providing medical support, healthcare, and related services to military personnel and their dependents.
-
E.
Ghana Air Force
The Ghana Air Force is the aerial warfare branch of Ghana's armed forces, responsible for defending the country's airspace and providing air support for military and humanitarian operations.
- 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_69ab495622948190bc6bc6e4cddaf645 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc92a4e1c8190819fa676295ac145 |
completed | March 7, 2026, 6:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf43c1fc8190ae66bd88ad4c7a6b |
completed | March 9, 2026, 12:38 p.m. |
Created at: March 6, 2026, 9:41 p.m.