Triple

T19883412
Position Surface form Disambiguated ID Type / Status
Subject Bulgarian Armed Forces E477834 entity
Predicate hasBranch P35 FINISHED
Object Special Operations Forces of Bulgaria
The Special Operations Forces of Bulgaria are an elite military formation responsible for conducting specialized missions such as counterterrorism, unconventional warfare, and high-risk reconnaissance.
E1400082 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: Special Operations Forces of Bulgaria | Statement: [Bulgarian Armed Forces, hasBranch, Special Operations Forces of Bulgaria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Operations Forces of Bulgaria
Context triple: [Bulgarian Armed Forces, hasBranch, Special Operations Forces of Bulgaria]
  • A. Bulgarian Armed Forces
    The Bulgarian Armed Forces are the military organization of Bulgaria, responsible for the country's defense and participation in international security operations through its army, air force, and navy.
  • B. Special Operations Regiment of North Macedonia
    The Special Operations Regiment of North Macedonia is an elite military formation responsible for conducting specialized, high-risk missions such as reconnaissance, counterterrorism, and unconventional warfare within the country’s armed forces.
  • C. Bulgarian People's Army
    The Bulgarian People's Army was the communist-era military force of the People's Republic of Bulgaria, which notably participated alongside other Warsaw Pact troops in the 1968 invasion of Czechoslovakia to suppress the Prague Spring.
  • D. Bulgarian Army
    The Bulgarian Army is the land warfare branch of Bulgaria's armed forces, historically notable for its role in the Balkan Wars and both World Wars.
  • E. Bulgarian Legion
    The Bulgarian Legion was a 19th-century volunteer military formation of Bulgarian revolutionaries, organized mainly in Serbia, that trained fighters for the struggle against Ottoman rule.
  • 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: Special Operations Forces of Bulgaria
Triple: [Bulgarian Armed Forces, hasBranch, Special Operations Forces of Bulgaria]
Generated description
The Special Operations Forces of Bulgaria are an elite military formation responsible for conducting specialized missions such as counterterrorism, unconventional warfare, and high-risk reconnaissance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Operations Forces of Bulgaria
Target entity description: The Special Operations Forces of Bulgaria are an elite military formation responsible for conducting specialized missions such as counterterrorism, unconventional warfare, and high-risk reconnaissance.
  • A. Bulgarian Armed Forces
    The Bulgarian Armed Forces are the military organization of Bulgaria, responsible for the country's defense and participation in international security operations through its army, air force, and navy.
  • B. Special Operations Regiment of North Macedonia
    The Special Operations Regiment of North Macedonia is an elite military formation responsible for conducting specialized, high-risk missions such as reconnaissance, counterterrorism, and unconventional warfare within the country’s armed forces.
  • C. Bulgarian People's Army
    The Bulgarian People's Army was the communist-era military force of the People's Republic of Bulgaria, which notably participated alongside other Warsaw Pact troops in the 1968 invasion of Czechoslovakia to suppress the Prague Spring.
  • D. Bulgarian Army
    The Bulgarian Army is the land warfare branch of Bulgaria's armed forces, historically notable for its role in the Balkan Wars and both World Wars.
  • E. Bulgarian Legion
    The Bulgarian Legion was a 19th-century volunteer military formation of Bulgarian revolutionaries, organized mainly in Serbia, that trained fighters for the struggle against Ottoman rule.
  • 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_69d8e51f32b08190b3687f4f60353250 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6590870908190a18b545f0ff0ccd6 completed April 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbcce4048190ba3b17c1dc4e1095 completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dccbcf788190bb03f396478b77f1 completed May 16, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd7f02d48190955d3b13a95b9c7e completed May 16, 2026, 2:59 a.m.
Created at: April 10, 2026, 1:52 p.m.