Triple
T16980017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CSTO joint military exercises |
E411918
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | CSTO rapid reaction forces |
E258000
|
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: CSTO rapid reaction forces | Statement: [CSTO joint military exercises, relatedTo, CSTO rapid reaction forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CSTO rapid reaction forces Context triple: [CSTO joint military exercises, relatedTo, CSTO rapid reaction forces]
-
A.
CSTO joint military exercises
CSTO joint military exercises are multinational training operations conducted by member states of the Collective Security Treaty Organization to enhance collective defense readiness and interoperability.
-
B.
Joint Staff of the CSTO
The Joint Staff of the CSTO is the central military command body responsible for planning, coordinating, and implementing the collective defense activities of the Collective Security Treaty Organization member states.
-
C.
Collective Rapid Reaction Force
chosen
The Collective Rapid Reaction Force is a multinational rapid-deployment military contingent of the Collective Security Treaty Organization designed to respond quickly to regional security threats and crises among its member states.
-
D.
Rapid Support Forces
The Rapid Support Forces is a powerful Sudanese paramilitary group known for its origins in the Darfur conflict and its major role in Sudan’s recent political and military crises.
-
E.
Commonwealth of Independent States peacekeeping forces
The Commonwealth of Independent States peacekeeping forces were a multinational military contingent from CIS member states deployed to monitor ceasefires and stabilize post-Soviet conflict zones such as Abkhazia.
- 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_69d886ca8f348190812768ea8d5055ce |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d1866bf48190a0ea15c377bf782c |
completed | April 18, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d477f7ec81909f1f0243004c9050 |
completed | May 10, 2026, 6:54 p.m. |
Created at: April 10, 2026, 5:32 a.m.