Triple

T12616078
Position Surface form Disambiguated ID Type / Status
Subject Bulgarian People's Army E301255 entity
Predicate militaryBranch P253 FINISHED
Object Border Troops of Bulgaria
The Border Troops of Bulgaria were a specialized paramilitary force responsible for guarding and securing the country's state borders during the socialist era.
E62202 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: Border Troops of Bulgaria | Statement: [Bulgarian People's Army, militaryBranch, Border Troops of Bulgaria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Border Troops of Bulgaria
Context triple: [Bulgarian People's Army, militaryBranch, Border Troops of Bulgaria]
  • A. Construction Troops of Bulgaria
    The Construction Troops of Bulgaria were a specialized formation within the Bulgarian People's Army responsible for large-scale construction, engineering, and infrastructure projects, often using conscripted labor.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Bulgaria–Turkey border
    The Bulgaria–Turkey border is an international land boundary in southeastern Europe separating Bulgaria, a member of the European Union, from Turkey, and forms part of the EU’s external frontier.
  • 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: Border Troops of Bulgaria
Triple: [Bulgarian People's Army, militaryBranch, Border Troops of Bulgaria]
Generated description
The Border Troops of Bulgaria were a specialized paramilitary force responsible for guarding and securing the country's state borders during the socialist era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Border Troops of Bulgaria
Target entity description: The Border Troops of Bulgaria were a specialized paramilitary force responsible for guarding and securing the country's state borders during the socialist era.
  • A. Construction Troops of Bulgaria
    The Construction Troops of Bulgaria were a specialized formation within the Bulgarian People's Army responsible for large-scale construction, engineering, and infrastructure projects, often using conscripted labor.
  • B. 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.
  • C. 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.
  • D. Bulgarian People's Army chosen
    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.
  • E. Bulgaria–Turkey border
    The Bulgaria–Turkey border is an international land boundary in southeastern Europe separating Bulgaria, a member of the European Union, from Turkey, and forms part of the EU’s external frontier.
  • F. None of above.

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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d960c4f5b48190af76414ef678ba7c completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ed2e12c819097cfd2a40116f491 completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f65fb03b248190b264230b84b17635 completed May 2, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f6608ec32c8190803c6f5677c300d6 completed May 2, 2026, 8:37 p.m.
Created at: April 9, 2026, 5:12 p.m.