Triple

T16887079
Position Surface form Disambiguated ID Type / Status
Subject Szombathely E421565 entity
Predicate notablePersonBornHere P12823 FINISHED
Object László Németh
László Németh was a prominent Hungarian writer, essayist, and critic known for his psychologically rich novels and influential role in 20th-century Hungarian literature.
 E1239496 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: László Németh | Statement: [Szombathely, notablePersonBornHere, László Németh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: László Németh
Context triple: [Szombathely, notablePersonBornHere, László Németh]
  • A. 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.
  • B. László Papp
    László Papp was a legendary Hungarian boxer who became the first boxer to win three consecutive Olympic gold medals.
  • C. László Takács
    László Takács is a Hungarian mathematician known for his contributions to probability theory and queueing theory.
  • D. András Nagy
    András Nagy is a Hungarian biologist and stem cell researcher known for his pioneering work in embryonic stem cells and regenerative medicine.
  • E. Péter Takács
    Péter Takács is a Hungarian politician who has served as a member of the National Assembly of Hungary.
  • 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: László Németh
Triple: [Szombathely, notablePersonBornHere, László Németh]
Generated description
László Németh was a prominent Hungarian writer, essayist, and critic known for his psychologically rich novels and influential role in 20th-century Hungarian literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: László Németh
Target entity description: László Németh was a prominent Hungarian writer, essayist, and critic known for his psychologically rich novels and influential role in 20th-century Hungarian literature.
  • A. 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.
  • B. László Papp
    László Papp was a legendary Hungarian boxer who became the first boxer to win three consecutive Olympic gold medals.
  • C. László Takács
    László Takács is a Hungarian mathematician known for his contributions to probability theory and queueing theory.
  • D. András Nagy
    András Nagy is a Hungarian biologist and stem cell researcher known for his pioneering work in embryonic stem cells and regenerative medicine.
  • E. Péter Takács
    Péter Takács is a Hungarian politician who has served as a member of the National Assembly of Hungary.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3bbc1f42481909dcf595358c23497 completed April 18, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7a61c608190909a462e9e77220b completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c86bcac48190bb08db1c7d79de8d completed May 10, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_6a00c90bfeb0819098b93a22d5886c6f completed May 10, 2026, 6:06 p.m.
Created at: April 10, 2026, 5:29 a.m.