Triple
T5091054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Astana peace talks |
E114751
|
entity |
| Predicate | hostedBy |
P613
|
FINISHED |
| Object | Government of Kazakhstan |
E49117
|
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: Government of Kazakhstan | Statement: [Astana peace talks, hostedBy, Government of Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government of Kazakhstan Context triple: [Astana peace talks, hostedBy, Government of Kazakhstan]
-
A.
Government of Kazakhstan
chosen
The Government of Kazakhstan is the central executive authority of the Republic of Kazakhstan, responsible for national policy-making, administration, and implementation of laws across the country.
-
B.
Government of Turkmenistan
The Government of Turkmenistan is the centralized authoritarian state authority of Turkmenistan, controlling the country’s political, economic, and natural resource policies.
-
C.
Cabinet of Ministers of Kyrgyzstan
The Cabinet of Ministers of Kyrgyzstan is the highest executive authority of the country, responsible for implementing national policy and administering the functions of the Kyrgyz government under the leadership of its chairman.
-
D.
Parliament of Kazakhstan
The Parliament of Kazakhstan is the bicameral national legislature of Kazakhstan, consisting of the Senate and the Mazhilis, responsible for making and passing the country’s laws.
-
E.
Council of Ministers of the Kazakh SSR
The Council of Ministers of the Kazakh SSR was the highest executive and administrative body of the Kazakh Soviet Socialist Republic during the Soviet era, overseeing government policy and implementation before Kazakhstan’s independence.
- 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_69bd443e941881908eb4e8c685b6f656 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7541b2bc8190b58c2a23733b7825 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb1489ffc8190af95b90debb88d63 |
completed | March 21, 2026, 2:55 p.m. |
Created at: March 20, 2026, 1:40 p.m.