Triple

T8583462
Position Surface form Disambiguated ID Type / Status
Subject Arrow Cross Party E203241 entity
Predicate notableMember P10 FINISHED
Object Károly Beregfy
Károly Beregfy was a Hungarian military officer and politician who served as Minister of Defence in the pro-Nazi Arrow Cross regime during World War II and was executed for war crimes after the war.
E744346 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: Károly Beregfy | Statement: [Arrow Cross Party, notableMember, Károly Beregfy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Károly Beregfy
Context triple: [Arrow Cross Party, notableMember, Károly Beregfy]
  • A. Ferenc Gyulay
    Ferenc Gyulay was an Austrian Imperial general of Hungarian origin best known for leading Austrian forces during the early stages of the Second Italian War of Independence in 1859.
  • B. László Fuchs
    László Fuchs is a Hungarian-American mathematician renowned for his influential work in group theory and abelian groups, as well as for his widely used textbooks in algebra.
  • C. Pál Losonczi
    Pál Losonczi was a Hungarian communist politician who served as Chairman of the Presidential Council of the Hungarian People's Republic from 1967 to 1987, effectively acting as the country's head of state.
  • D. Rudolf E. Kálmán
    Rudolf E. Kálmán was a pioneering Hungarian-American electrical engineer and mathematician best known for developing the Kalman filter, a fundamental algorithm in control theory and signal processing.
  • E. Eörs Szathmáry
    Eörs Szathmáry is a Hungarian evolutionary biologist renowned for his work on the major transitions in evolution and for co-authoring the influential book "The Major Transitions in Evolution" with John Maynard Smith.
  • 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: Károly Beregfy
Triple: [Arrow Cross Party, notableMember, Károly Beregfy]
Generated description
Károly Beregfy was a Hungarian military officer and politician who served as Minister of Defence in the pro-Nazi Arrow Cross regime during World War II and was executed for war crimes after the war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Károly Beregfy
Target entity description: Károly Beregfy was a Hungarian military officer and politician who served as Minister of Defence in the pro-Nazi Arrow Cross regime during World War II and was executed for war crimes after the war.
  • A. Ferenc Gyulay
    Ferenc Gyulay was an Austrian Imperial general of Hungarian origin best known for leading Austrian forces during the early stages of the Second Italian War of Independence in 1859.
  • B. László Fuchs
    László Fuchs is a Hungarian-American mathematician renowned for his influential work in group theory and abelian groups, as well as for his widely used textbooks in algebra.
  • C. Pál Losonczi
    Pál Losonczi was a Hungarian communist politician who served as Chairman of the Presidential Council of the Hungarian People's Republic from 1967 to 1987, effectively acting as the country's head of state.
  • D. Rudolf E. Kálmán
    Rudolf E. Kálmán was a pioneering Hungarian-American electrical engineer and mathematician best known for developing the Kalman filter, a fundamental algorithm in control theory and signal processing.
  • E. Eörs Szathmáry
    Eörs Szathmáry is a Hungarian evolutionary biologist renowned for his work on the major transitions in evolution and for co-authoring the influential book "The Major Transitions in Evolution" with John Maynard Smith.
  • 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_69ca8329bb7c8190a63c643730839103 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbeb1d0edc8190b4495935275252f3 completed March 31, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89bfb95c81909660460d5813fdaf completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8ac1dba48190bbad47a762130aab completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8eae70008190b2c7bbe4ce8d4c0a completed April 2, 2026, 3:43 p.m.
Created at: March 30, 2026, 6:22 p.m.