Triple

T2829552
Position Surface form Disambiguated ID Type / Status
Subject Bulgarian People's Army E62202 entity
Predicate militaryBranch P253 FINISHED
Object 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.
E301256 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: Construction Troops of Bulgaria | Statement: [Bulgarian People's Army, militaryBranch, Construction Troops of Bulgaria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Construction Troops of Bulgaria
Context triple: [Bulgarian People's Army, militaryBranch, Construction Troops of Bulgaria]
  • A. Household Troops
    Household Troops are the elite British Army units responsible for both ceremonial duties and frontline operational roles in support of the monarchy and national defense.
  • B. 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.
  • 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. Volkssturm
    The Volkssturm was a German national militia formed in the final months of World War II, composed largely of older men and boys conscripted for last-ditch home defense of the Third Reich.
  • E. I British Corps
    I British Corps was a major British Army field formation that served prominently in Northwest Europe during the Second World War, including under the command of First Canadian Army.
  • 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: Construction Troops of Bulgaria
Triple: [Bulgarian People's Army, militaryBranch, Construction Troops of Bulgaria]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Construction Troops of Bulgaria
Target entity description: 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.
  • A. Household Troops
    Household Troops are the elite British Army units responsible for both ceremonial duties and frontline operational roles in support of the monarchy and national defense.
  • B. 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.
  • 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. Volkssturm
    The Volkssturm was a German national militia formed in the final months of World War II, composed largely of older men and boys conscripted for last-ditch home defense of the Third Reich.
  • E. I British Corps
    I British Corps was a major British Army field formation that served prominently in Northwest Europe during the Second World War, including under the command of First Canadian Army.
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdebbde4881908dfa78e28c7018e0 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceb4f3ec8190987afb7a2ac302e2 completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afcf46a4e88190907ca735a1745c79 completed March 10, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69afcff778748190978e7d306e0d1ce1 completed March 10, 2026, 8:01 a.m.
Created at: March 6, 2026, 10:01 p.m.