Triple

T17039119
Position Surface form Disambiguated ID Type / Status
Subject Bulgarian resistance E413396 entity
Predicate opponent P437 FINISHED
Object Wehrmacht units in Bulgaria
Wehrmacht units in Bulgaria were German military forces stationed in Bulgaria during World War II, involved in occupation duties and anti-partisan operations against local resistance movements.
E1245872 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: Wehrmacht units in Bulgaria | Statement: [Bulgarian resistance, opponent, Wehrmacht units in Bulgaria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wehrmacht units in Bulgaria
Context triple: [Bulgarian resistance, opponent, Wehrmacht units in Bulgaria]
  • A. Hungarian Army units
    Hungarian Army units were the military formations of Hungary that fought alongside Nazi Germany on the Eastern Front during World War II.
  • B. German Army Detachment Kempf
    German Army Detachment Kempf was a temporary German Wehrmacht formation on the Eastern Front in World War II, best known for its role in major battles such as the Battle of Kursk.
  • C. German Army Group B
    German Army Group B was a major Wehrmacht formation during World War II that commanded multiple German and Axis allied armies on key fronts, including the Eastern Front and later in Western Europe.
  • D. German 303rd Assault Gun Brigade
    The German 303rd Assault Gun Brigade was a World War II German Army unit equipped with self-propelled assault guns that provided armored fire support on the Eastern Front, notably in battles such as Tali–Ihantala.
  • E. Army Group H
    Army Group H was a German Wehrmacht army group formed in late World War II to defend the Netherlands and northwestern Germany against advancing Allied forces.
  • 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: Wehrmacht units in Bulgaria
Triple: [Bulgarian resistance, opponent, Wehrmacht units in Bulgaria]
Generated description
Wehrmacht units in Bulgaria were German military forces stationed in Bulgaria during World War II, involved in occupation duties and anti-partisan operations against local resistance movements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wehrmacht units in Bulgaria
Target entity description: Wehrmacht units in Bulgaria were German military forces stationed in Bulgaria during World War II, involved in occupation duties and anti-partisan operations against local resistance movements.
  • A. Hungarian Army units
    Hungarian Army units were the military formations of Hungary that fought alongside Nazi Germany on the Eastern Front during World War II.
  • B. German Army Detachment Kempf
    German Army Detachment Kempf was a temporary German Wehrmacht formation on the Eastern Front in World War II, best known for its role in major battles such as the Battle of Kursk.
  • C. German Army Group B
    German Army Group B was a major Wehrmacht formation during World War II that commanded multiple German and Axis allied armies on key fronts, including the Eastern Front and later in Western Europe.
  • D. German 303rd Assault Gun Brigade
    The German 303rd Assault Gun Brigade was a World War II German Army unit equipped with self-propelled assault guns that provided armored fire support on the Eastern Front, notably in battles such as Tali–Ihantala.
  • E. Army Group H
    Army Group H was a German Wehrmacht army group formed in late World War II to defend the Netherlands and northwestern Germany against advancing Allied forces.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f5844c819097eade4a2b42ab91 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b5ceb048190a7f6cf2361360f90 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c13076c8190970abfb0e2d3a13c completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011c8afb608190b51c7a4c9ccaa0a5 completed May 11, 2026, 12:02 a.m.
Created at: April 10, 2026, 5:33 a.m.