Triple
T11929236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soko G-2 Galeb |
E283866
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Zambian Air Force |
E808575
|
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: Zambian Air Force | Statement: [Soko G-2 Galeb, usedBy, Zambian Air Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zambian Air Force Context triple: [Soko G-2 Galeb, usedBy, Zambian Air Force]
-
A.
Zambian Air Force
chosen
The Zambian Air Force is the air warfare branch of Zambia’s military, responsible for defending the nation’s airspace and providing aerial support to its armed forces.
-
B.
Zambian Army
The Zambian Army is the land warfare branch of Zambia’s armed forces, responsible for defending the country’s territorial integrity and supporting internal and regional security operations.
-
C.
Air Force of Zimbabwe
The Air Force of Zimbabwe is the aerial warfare branch of Zimbabwe’s military, responsible for defending the country’s airspace and providing air support to its armed forces.
-
D.
Zimbabwe Defence Forces
The Zimbabwe Defence Forces are the unified military organization of Zimbabwe, comprising the national army and air force responsible for the country’s defense and security.
-
E.
Malawi Army
The Malawi Army is the land warfare branch of Malawi’s armed forces, responsible for national defense, internal security, and participation in regional peacekeeping 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_69d6ab2ce9c48190b5d39511b524f666 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90303a9a88190a4044e6310ba9b4b |
completed | April 10, 2026, 2:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f458a576fc8190b68b27365cd53caf |
completed | May 1, 2026, 7:39 a.m. |
Created at: April 8, 2026, 9:45 p.m.