Triple

T15877022
Position Surface form Disambiguated ID Type / Status
Subject József Antall E384975 entity
Predicate precededBy P97 FINISHED
Object Miklós Németh
Miklós Németh is a Hungarian economist and politician who served as the last communist-era Prime Minister of Hungary and played a key role in the country's transition to democracy around 1989–1990.
E1194150 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: Miklós Németh | Statement: [József Antall, precededBy, Miklós Németh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Miklós Németh
Context triple: [József Antall, precededBy, Miklós Németh]
  • A. Árpád Tóth
    Árpád Tóth was a Hungarian poet known for his lyrical, melancholic verse in the early 20th century.
  • B. András Nagy
    András Nagy is a Hungarian biologist and stem cell researcher known for his pioneering work in embryonic stem cells and regenerative medicine.
  • C. Sándor Nagy
    Sándor Nagy is a Hungarian personal name borne by several notable individuals across fields such as politics, sports, and the arts.
  • D. Péter Takács
    Péter Takács is a Hungarian politician who has served as a member of the National Assembly of Hungary.
  • E. Vilmos Huszár
    Vilmos Huszár was a Hungarian-born Dutch painter and designer associated with the De Stijl movement, known for his abstract, geometric compositions and contributions to modernist art and design.
  • 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: Miklós Németh
Triple: [József Antall, precededBy, Miklós Németh]
Generated description
Miklós Németh is a Hungarian economist and politician who served as the last communist-era Prime Minister of Hungary and played a key role in the country's transition to democracy around 1989–1990.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Miklós Németh
Target entity description: Miklós Németh is a Hungarian economist and politician who served as the last communist-era Prime Minister of Hungary and played a key role in the country's transition to democracy around 1989–1990.
  • A. Árpád Tóth
    Árpád Tóth was a Hungarian poet known for his lyrical, melancholic verse in the early 20th century.
  • B. András Nagy
    András Nagy is a Hungarian biologist and stem cell researcher known for his pioneering work in embryonic stem cells and regenerative medicine.
  • C. Sándor Nagy
    Sándor Nagy is a Hungarian personal name borne by several notable individuals across fields such as politics, sports, and the arts.
  • D. Péter Takács
    Péter Takács is a Hungarian politician who has served as a member of the National Assembly of Hungary.
  • E. Vilmos Huszár
    Vilmos Huszár was a Hungarian-born Dutch painter and designer associated with the De Stijl movement, known for his abstract, geometric compositions and contributions to modernist art and design.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e155fdc1b881909d1c82c4c66a195a completed April 16, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb7f3c9481908bdde67998263c5e completed May 10, 2026, 2:20 a.m.
NEDg Description generation batch_69ffecb8c71481908b4913bb078b6415 completed May 10, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffed469a5c8190932fa4ebc44358c4 completed May 10, 2026, 2:28 a.m.
Created at: April 10, 2026, 4:51 a.m.