Triple

T13648571
Position Surface form Disambiguated ID Type / Status
Subject Hungarian People's Republic E326667 entity
Predicate stateSecurityAgency P33143 FINISHED
Object Államvédelmi Hatóság
Államvédelmi Hatóság was the notorious secret police and political security service of communist Hungary, known for its extensive surveillance, repression, and use of terror against perceived opponents of the regime.
E1053823 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: Államvédelmi Hatóság | Statement: [Hungarian People's Republic, stateSecurityAgency, Államvédelmi Hatóság]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Államvédelmi Hatóság
Context triple: [Hungarian People's Republic, stateSecurityAgency, Államvédelmi Hatóság]
  • A. Armed Forces Security Agency
    The Armed Forces Security Agency was a U.S. military signals intelligence and cryptologic organization that served as the direct predecessor to the National Security Agency.
  • B. Homeland Security Bureau
    The Homeland Security Bureau is a specialized division of the Metropolitan Police Department of the District of Columbia responsible for coordinating law enforcement efforts related to terrorism, emergency preparedness, and critical incident response in Washington, D.C.
  • C. Secretariat for Security
    The Secretariat for Security is the Macao Special Administrative Region’s principal government body responsible for public security, law enforcement, and emergency management.
  • D. Guarda Nacional Republicana
    Guarda Nacional Republicana is Portugal’s national gendarmerie force, responsible for law enforcement, public security, and rural policing under a military structure.
  • E. Millî Savunma Bakanlığı
    Millî Savunma Bakanlığı is Turkey’s Ministry of National Defence, responsible for overseeing the country’s armed forces and defense policy.
  • 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: Államvédelmi Hatóság
Triple: [Hungarian People's Republic, stateSecurityAgency, Államvédelmi Hatóság]
Generated description
Államvédelmi Hatóság was the notorious secret police and political security service of communist Hungary, known for its extensive surveillance, repression, and use of terror against perceived opponents of the regime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Államvédelmi Hatóság
Target entity description: Államvédelmi Hatóság was the notorious secret police and political security service of communist Hungary, known for its extensive surveillance, repression, and use of terror against perceived opponents of the regime.
  • A. Armed Forces Security Agency
    The Armed Forces Security Agency was a U.S. military signals intelligence and cryptologic organization that served as the direct predecessor to the National Security Agency.
  • B. Homeland Security Bureau
    The Homeland Security Bureau is a specialized division of the Metropolitan Police Department of the District of Columbia responsible for coordinating law enforcement efforts related to terrorism, emergency preparedness, and critical incident response in Washington, D.C.
  • C. Secretariat for Security
    The Secretariat for Security is the Macao Special Administrative Region’s principal government body responsible for public security, law enforcement, and emergency management.
  • D. Guarda Nacional Republicana
    Guarda Nacional Republicana is Portugal’s national gendarmerie force, responsible for law enforcement, public security, and rural policing under a military structure.
  • E. Millî Savunma Bakanlığı
    Millî Savunma Bakanlığı is Turkey’s Ministry of National Defence, responsible for overseeing the country’s armed forces and defense policy.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc608466c81908f6d2c9c92cc86aa completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78afbf8948190ad38ea7529e52f16 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:52 p.m.