Triple
T4059024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of Kazakhstan |
E84763
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Kazakh Naval Forces
The Kazakh Naval Forces are the maritime defense branch of Kazakhstan responsible for protecting the country's interests and security on the Caspian Sea.
|
E411913
|
NE FINISHED |
How this triple was built (4 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: Kazakh Naval Forces | Statement: [Armed Forces of Kazakhstan, hasBranch, Kazakh Naval Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kazakh Naval Forces Context triple: [Armed Forces of Kazakhstan, hasBranch, Kazakh Naval Forces]
-
A.
Armed Forces of Kazakhstan
The Armed Forces of Kazakhstan are the national military organization responsible for defending Kazakhstan’s sovereignty and territorial integrity, formed after the country gained independence from the Soviet Union.
-
B.
Korean People's Navy
The Korean People's Navy is the maritime warfare branch of North Korea's armed forces, responsible for coastal defense, patrol, and limited blue-water operations.
-
C.
Ukrainian Navy
The Ukrainian Navy is the naval warfare branch of Ukraine’s Armed Forces, responsible for defending the country’s maritime interests in the Black Sea and beyond.
-
D.
Turkish Coast Guard
The Turkish Coast Guard is a maritime law enforcement and search-and-rescue service responsible for safeguarding Turkey’s territorial waters, coasts, and maritime interests.
-
E.
Turkish Naval Forces
The Turkish Naval Forces is the maritime military branch of Turkey responsible for naval warfare, maritime security, and protecting the country’s interests at sea.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kazakh Naval Forces Triple: [Armed Forces of Kazakhstan, hasBranch, Kazakh Naval Forces]
Generated description
The Kazakh Naval Forces are the maritime defense branch of Kazakhstan responsible for protecting the country's interests and security on the Caspian Sea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kazakh Naval Forces Target entity description: The Kazakh Naval Forces are the maritime defense branch of Kazakhstan responsible for protecting the country's interests and security on the Caspian Sea.
-
A.
Armed Forces of Kazakhstan
The Armed Forces of Kazakhstan are the national military organization responsible for defending Kazakhstan’s sovereignty and territorial integrity, formed after the country gained independence from the Soviet Union.
-
B.
Korean People's Navy
The Korean People's Navy is the maritime warfare branch of North Korea's armed forces, responsible for coastal defense, patrol, and limited blue-water operations.
-
C.
Ukrainian Navy
The Ukrainian Navy is the naval warfare branch of Ukraine’s Armed Forces, responsible for defending the country’s maritime interests in the Black Sea and beyond.
-
D.
Turkish Coast Guard
The Turkish Coast Guard is a maritime law enforcement and search-and-rescue service responsible for safeguarding Turkey’s territorial waters, coasts, and maritime interests.
-
E.
Turkish Naval Forces
The Turkish Naval Forces is the maritime military branch of Turkey responsible for naval warfare, maritime security, and protecting the country’s interests at sea.
- F. None of above. chosen
Provenance (5 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_69aed933bec881909edfa28ebb69c634 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd13b4481908f9c09cc4f4a9724 |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562a6250081908f289f43b066b04d |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b563b3db0481909f3dd2a9e6a88e6e |
completed | March 14, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b567e223cc8190aa1d7e827e6c70fd |
completed | March 14, 2026, 1:51 p.m. |
Created at: March 9, 2026, 3:38 p.m.