Triple

T2052527
Position Surface form Disambiguated ID Type / Status
Subject Army Group South E45600 entity
Predicate alliedForcesIncluded P22333 FINISHED
Object 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.
E229977 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: Hungarian Army units | Statement: [Army Group South, alliedForcesIncluded, Hungarian Army units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hungarian Army units
Context triple: [Army Group South, alliedForcesIncluded, Hungarian Army units]
  • A. Hungarian Territorial Defence Forces
    The Hungarian Territorial Defence Forces are a reserve and volunteer component of Hungary’s military responsible for homeland defense, support to civil authorities, and strengthening national resilience.
  • B. Hungarian Defence Forces
    The Hungarian Defence Forces are the unified military organization of Hungary, responsible for the country’s national defense and participation in international peacekeeping and NATO operations.
  • C. Hungarian 2nd Army
    The Hungarian 2nd Army was a major field army of the Royal Hungarian Honvéd that fought on the Eastern Front in World War II and suffered catastrophic losses during the Soviet offensives around Stalingrad.
  • D. Hungarian 7th Army Corps
    The Hungarian 7th Army Corps was a World War II field formation of the Royal Hungarian Army that fought on the Eastern Front alongside German forces.
  • E. Hungarian Special Operations Forces
    The Hungarian Special Operations Forces are an elite military unit of Hungary responsible for high-risk missions such as counterterrorism, reconnaissance, and unconventional warfare at home and in international operations.
  • 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: Hungarian Army units
Triple: [Army Group South, alliedForcesIncluded, Hungarian Army units]
Generated description
Hungarian Army units were the military formations of Hungary that fought alongside Nazi Germany on the Eastern Front during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hungarian Army units
Target entity description: Hungarian Army units were the military formations of Hungary that fought alongside Nazi Germany on the Eastern Front during World War II.
  • A. Hungarian Territorial Defence Forces
    The Hungarian Territorial Defence Forces are a reserve and volunteer component of Hungary’s military responsible for homeland defense, support to civil authorities, and strengthening national resilience.
  • B. Hungarian Defence Forces
    The Hungarian Defence Forces are the unified military organization of Hungary, responsible for the country’s national defense and participation in international peacekeeping and NATO operations.
  • C. Hungarian 2nd Army
    The Hungarian 2nd Army was a major field army of the Royal Hungarian Honvéd that fought on the Eastern Front in World War II and suffered catastrophic losses during the Soviet offensives around Stalingrad.
  • D. Hungarian 7th Army Corps
    The Hungarian 7th Army Corps was a World War II field formation of the Royal Hungarian Army that fought on the Eastern Front alongside German forces.
  • E. Hungarian Special Operations Forces
    The Hungarian Special Operations Forces are an elite military unit of Hungary responsible for high-risk missions such as counterterrorism, reconnaissance, and unconventional warfare at home and in international operations.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abbdbfe6188190a32ab023660312bd completed March 7, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae200c10848190b557332d39f1854d completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20a6ce14819098007416d6377f2e completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae2130ba448190b91f590a348ebf88 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:39 p.m.