Triple
T16979777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Defence of Kazakhstan |
E411912
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object | Collective Security Treaty Organization |
E47210
|
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: Collective Security Treaty Organization | Statement: [Ministry of Defence of Kazakhstan, cooperatesWith, Collective Security Treaty Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Collective Security Treaty Organization Context triple: [Ministry of Defence of Kazakhstan, cooperatesWith, Collective Security Treaty Organization]
-
A.
Collective Security Treaty Organization
chosen
The Collective Security Treaty Organization is a Russia-led intergovernmental military alliance of several post-Soviet states focused on mutual defense and regional security.
-
B.
Council of Foreign Ministers of the CSTO
The Council of Foreign Ministers of the CSTO is the principal body of the Collective Security Treaty Organization responsible for coordinating and formulating the foreign policy positions and diplomatic activities of its member states on security and defense issues.
-
C.
Economic Cooperation Organization
The Economic Cooperation Organization is a regional intergovernmental organization that promotes economic, trade, and development cooperation among countries in Central Asia, South Asia, and the Middle East.
-
D.
Shanghai Cooperation Organisation
The Shanghai Cooperation Organisation is a Eurasian political, economic, and security alliance that promotes regional cooperation and stability among its member states, including major powers like China and Russia.
-
E.
CSTO Permanent Council
The CSTO Permanent Council is the standing body within the Collective Security Treaty Organization responsible for implementing decisions and coordinating the alliance’s ongoing political-military activities among member states.
- 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.