Triple

T17215812
Position Surface form Disambiguated ID Type / Status
Subject Hungarian Democratic Forum E417848 entity
Predicate participatedIn P149 FINISHED
Object Hungarian Round Table Talks
The Hungarian Round Table Talks were a series of negotiations in 1989 between the communist government and opposition groups that paved the way for Hungary’s peaceful transition to multi-party democracy.
E1258266 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 Round Table Talks | Statement: [Hungarian Democratic Forum, participatedIn, Hungarian Round Table Talks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hungarian Round Table Talks
Context triple: [Hungarian Democratic Forum, participatedIn, Hungarian Round Table Talks]
  • A. General Assembly of Budapest
    The General Assembly of Budapest is the city’s main legislative and decision-making body, composed of elected representatives who oversee municipal governance and policy.
  • B. Hungarian Secession
    Hungarian Secession was the Hungarian branch of the Art Nouveau movement, characterized by its distinctive blend of national motifs, organic forms, and modernist architectural and decorative design.
  • C. White Terror in Hungary
    The White Terror in Hungary was a wave of counterrevolutionary violence and repression carried out by right-wing forces following the fall of the Hungarian Soviet Republic after World War I.
  • D. People's Tribunal in Budapest
    The People's Tribunal in Budapest was a post-World War II Hungarian judicial body that conducted war crimes trials, including those of leading fascist and collaborationist figures.
  • E. Polish Round Table Agreement
    The Polish Round Table Agreement was a landmark 1989 political accord between Poland’s communist government and opposition forces that initiated a peaceful transition from one-party rule to semi-free elections and ultimately to democracy.
  • 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 Round Table Talks
Triple: [Hungarian Democratic Forum, participatedIn, Hungarian Round Table Talks]
Generated description
The Hungarian Round Table Talks were a series of negotiations in 1989 between the communist government and opposition groups that paved the way for Hungary’s peaceful transition to multi-party democracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hungarian Round Table Talks
Target entity description: The Hungarian Round Table Talks were a series of negotiations in 1989 between the communist government and opposition groups that paved the way for Hungary’s peaceful transition to multi-party democracy.
  • A. General Assembly of Budapest
    The General Assembly of Budapest is the city’s main legislative and decision-making body, composed of elected representatives who oversee municipal governance and policy.
  • B. Hungarian Secession
    Hungarian Secession was the Hungarian branch of the Art Nouveau movement, characterized by its distinctive blend of national motifs, organic forms, and modernist architectural and decorative design.
  • C. White Terror in Hungary
    The White Terror in Hungary was a wave of counterrevolutionary violence and repression carried out by right-wing forces following the fall of the Hungarian Soviet Republic after World War I.
  • D. People's Tribunal in Budapest
    The People's Tribunal in Budapest was a post-World War II Hungarian judicial body that conducted war crimes trials, including those of leading fascist and collaborationist figures.
  • E. Polish Round Table Agreement
    The Polish Round Table Agreement was a landmark 1989 political accord between Poland’s communist government and opposition forces that initiated a peaceful transition from one-party rule to semi-free elections and ultimately to democracy.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42dc9f96881909eb86786a76e17e4 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675381a0819094ed04eac636440b completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016b8609dc8190bfd3e1b6ff715d65 completed May 11, 2026, 5:39 a.m.
NED2 Entity disambiguation (via description) batch_6a016c5018e48190974c124c3433bcc6 completed May 11, 2026, 5:42 a.m.
Created at: April 10, 2026, 5:38 a.m.