Triple

T16979828
Position Surface form Disambiguated ID Type / Status
Subject Kazakh Naval Forces E411913 entity
Predicate cooperatesWith P435 FINISHED
Object Turkmen Navy
The Turkmen Navy is the maritime branch of Turkmenistan’s armed forces, responsible for protecting the country’s interests in the Caspian Sea.
 E1246313 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: Turkmen Navy | Statement: [Kazakh Naval Forces, cooperatesWith, Turkmen Navy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Turkmen Navy
Context triple: [Kazakh Naval Forces, cooperatesWith, Turkmen Navy]
  • A. Azerbaijani Navy
    The Azerbaijani Navy is the maritime branch of Azerbaijan’s armed forces, responsible for protecting the country’s interests in the Caspian Sea.
  • B. 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.
  • C. Syrian Arab Navy
    The Syrian Arab Navy is the maritime branch of Syria's armed forces, responsible for coastal defense, naval operations, and securing the country's territorial waters in the Eastern Mediterranean.
  • D. 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.
  • E. 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.
  • 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: Turkmen Navy
Triple: [Kazakh Naval Forces, cooperatesWith, Turkmen Navy]
Generated description
The Turkmen Navy is the maritime branch of Turkmenistan’s armed forces, responsible for protecting the country’s interests in the Caspian Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Turkmen Navy
Target entity description: The Turkmen Navy is the maritime branch of Turkmenistan’s armed forces, responsible for protecting the country’s interests in the Caspian Sea.
  • A. Azerbaijani Navy
    The Azerbaijani Navy is the maritime branch of Azerbaijan’s armed forces, responsible for protecting the country’s interests in the Caspian Sea.
  • B. 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.
  • C. Syrian Arab Navy
    The Syrian Arab Navy is the maritime branch of Syria's armed forces, responsible for coastal defense, naval operations, and securing the country's territorial waters in the Eastern Mediterranean.
  • D. 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.
  • E. 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.
  • 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_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_6a011b412dd48190862fde6d1656113d completed May 10, 2026, 11:56 p.m.
NEDg Description generation batch_6a011d109dbc819086b563e55babc714 completed May 11, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_6a011d7568ec8190a2278dfa3ba29a63 completed May 11, 2026, 12:06 a.m.
Created at: April 10, 2026, 5:32 a.m.