Triple

T7277575
Position Surface form Disambiguated ID Type / Status
Subject Shipka Pass E163067 entity
Predicate defendedBy P957 FINISHED
Object Bulgarian volunteer forces (Opalchentsi)
Bulgarian volunteer forces (Opalchentsi) were irregular Bulgarian units that played a crucial role in the Russo-Turkish War of 1877–1878, particularly noted for their heroic resistance at the Battle of Shipka Pass in the struggle for Bulgaria’s liberation from Ottoman rule.
E653860 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 volunteer forces (Opalchentsi) | Statement: [Shipka Pass, defendedBy, Bulgarian volunteer forces (Opalchentsi)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bulgarian volunteer forces (Opalchentsi)
Context triple: [Shipka Pass, defendedBy, Bulgarian volunteer forces (Opalchentsi)]
  • A. 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.
  • B. Bulgarian resistance
    The Bulgarian resistance was a World War II anti-fascist movement in Bulgaria that carried out guerrilla warfare, sabotage, and political opposition against pro-Axis authorities and occupation forces.
  • C. 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.
  • 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. Kuban Cossack forces
    Kuban Cossack forces were anti-Bolshevik military units from the Kuban region that played a significant role fighting for the White movement during the Russian Civil War.
  • 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 volunteer forces (Opalchentsi)
Triple: [Shipka Pass, defendedBy, Bulgarian volunteer forces (Opalchentsi)]
Generated description
Bulgarian volunteer forces (Opalchentsi) were irregular Bulgarian units that played a crucial role in the Russo-Turkish War of 1877–1878, particularly noted for their heroic resistance at the Battle of Shipka Pass in the struggle for Bulgaria’s liberation from Ottoman rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bulgarian volunteer forces (Opalchentsi)
Target entity description: Bulgarian volunteer forces (Opalchentsi) were irregular Bulgarian units that played a crucial role in the Russo-Turkish War of 1877–1878, particularly noted for their heroic resistance at the Battle of Shipka Pass in the struggle for Bulgaria’s liberation from Ottoman rule.
  • A. 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.
  • B. Bulgarian resistance
    The Bulgarian resistance was a World War II anti-fascist movement in Bulgaria that carried out guerrilla warfare, sabotage, and political opposition against pro-Axis authorities and occupation forces.
  • C. 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.
  • 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. Kuban Cossack forces
    Kuban Cossack forces were anti-Bolshevik military units from the Kuban region that played a significant role fighting for the White movement during the Russian Civil War.
  • 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_69c6885c5964819085b209701769877f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb309a648190a2a2f2cca9ce2f56 completed March 27, 2026, 8:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db3110688190bf52180ea159c91c completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dbf65fb08190ae8a9c4e57d42e97 completed March 28, 2026, 1:47 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc6873a081908ea4e953430ec20b completed March 28, 2026, 1:49 p.m.
Created at: March 27, 2026, 2:59 p.m.