Triple

T2000853
Position Surface form Disambiguated ID Type / Status
Subject NATO naval forces E43465 entity
Predicate memberStatesContribute P35034 FINISHED
Object Bulgarian Navy
The Bulgarian Navy is the maritime branch of Bulgaria’s armed forces, operating in the Black Sea and participating in international missions as part of NATO and other security frameworks.
E226519 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: Bulgarian Navy | Statement: [NATO naval forces, memberStatesContribute, Bulgarian Navy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bulgarian Navy
Context triple: [NATO naval forces, memberStatesContribute, Bulgarian Navy]
  • A. Bulgarian Navy (World War II)
    The Bulgarian Navy in World War II was the maritime branch of Bulgaria’s armed forces, operating mainly in the Black Sea and focused on coastal defense, mine warfare, and convoy protection under Axis alignment until switching sides late in the conflict.
  • B. Romanian Navy
    The Romanian Navy is the naval branch of Romania’s armed forces, responsible for defending the country’s Black Sea and Danube River interests and maritime security.
  • C. Albanian Naval Force
    The Albanian Naval Force is the maritime branch of Albania’s armed forces, responsible for coastal defense, maritime security, and fulfilling the country’s naval commitments within NATO.
  • D. 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.
  • E. Croatian Navy
    The Croatian Navy is the maritime branch of Croatia’s armed forces, responsible for protecting the country’s territorial waters and contributing to international naval operations, including those conducted under NATO.
  • 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: Bulgarian Navy
Triple: [NATO naval forces, memberStatesContribute, Bulgarian Navy]
Generated description
The Bulgarian Navy is the maritime branch of Bulgaria’s armed forces, operating in the Black Sea and participating in international missions as part of NATO and other security frameworks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bulgarian Navy
Target entity description: The Bulgarian Navy is the maritime branch of Bulgaria’s armed forces, operating in the Black Sea and participating in international missions as part of NATO and other security frameworks.
  • A. Bulgarian Navy (World War II)
    The Bulgarian Navy in World War II was the maritime branch of Bulgaria’s armed forces, operating mainly in the Black Sea and focused on coastal defense, mine warfare, and convoy protection under Axis alignment until switching sides late in the conflict.
  • B. Romanian Navy
    The Romanian Navy is the naval branch of Romania’s armed forces, responsible for defending the country’s Black Sea and Danube River interests and maritime security.
  • C. Albanian Naval Force
    The Albanian Naval Force is the maritime branch of Albania’s armed forces, responsible for coastal defense, maritime security, and fulfilling the country’s naval commitments within NATO.
  • D. 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.
  • E. Croatian Navy
    The Croatian Navy is the maritime branch of Croatia’s armed forces, responsible for protecting the country’s territorial waters and contributing to international naval operations, including those conducted under NATO.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbdbe35688190ab99620859e071c6 completed March 7, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0adcd2708190b126e3872679d88c completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0b49abfc81908876ea54c7b7dcc2 completed March 8, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69ae0d1bb5c881908c27bdd359e78773 completed March 8, 2026, 11:58 p.m.
Created at: March 4, 2026, 7:37 p.m.