Triple

T20034799
Position Surface form Disambiguated ID Type / Status
Subject Kandó Kálmán Technical College E497226 entity
Predicate namedAfter P63 FINISHED
Object Kálmán Kandó
Kálmán Kandó was a pioneering Hungarian engineer known for his groundbreaking work in the development of electric railway traction systems.
E1406686 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: Kálmán Kandó | Statement: [Kandó Kálmán Technical College, namedAfter, Kálmán Kandó]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kálmán Kandó
Context triple: [Kandó Kálmán Technical College, namedAfter, Kálmán Kandó]
  • A. Ödön Lechner
    Ödön Lechner was a pioneering Hungarian architect often called the “Hungarian Gaudí,” renowned for fusing Art Nouveau forms with national folk motifs to create a distinctively Hungarian Secession style.
  • B. Otto Intze
    Otto Intze was a German civil engineer renowned for pioneering dam and hydraulic engineering designs in the late 19th and early 20th centuries.
  • C. Karl Hajos
    Karl Hajos was a Hungarian-American composer best known for his film scores during the early sound era of Hollywood cinema.
  • D. Alfréd Hajós
    Alfréd Hajós was a Hungarian swimmer and architect who became one of the first modern Olympic champions by winning multiple gold medals at the inaugural 1896 Games.
  • E. Zoltan Elek
    Zoltan Elek is a professional makeup artist best known for his acclaimed work in film, including award-winning special effects and character makeup.
  • 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: Kálmán Kandó
Triple: [Kandó Kálmán Technical College, namedAfter, Kálmán Kandó]
Generated description
Kálmán Kandó was a pioneering Hungarian engineer known for his groundbreaking work in the development of electric railway traction systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kálmán Kandó
Target entity description: Kálmán Kandó was a pioneering Hungarian engineer known for his groundbreaking work in the development of electric railway traction systems.
  • A. Ödön Lechner
    Ödön Lechner was a pioneering Hungarian architect often called the “Hungarian Gaudí,” renowned for fusing Art Nouveau forms with national folk motifs to create a distinctively Hungarian Secession style.
  • B. Otto Intze
    Otto Intze was a German civil engineer renowned for pioneering dam and hydraulic engineering designs in the late 19th and early 20th centuries.
  • C. Karl Hajos
    Karl Hajos was a Hungarian-American composer best known for his film scores during the early sound era of Hollywood cinema.
  • D. Alfréd Hajós
    Alfréd Hajós was a Hungarian swimmer and architect who became one of the first modern Olympic champions by winning multiple gold medals at the inaugural 1896 Games.
  • E. Zoltan Elek
    Zoltan Elek is a professional makeup artist best known for his acclaimed work in film, including award-winning special effects and character makeup.
  • 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_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e662e76f8481909c006921cbbfd060 completed April 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e376d888190ae9ba908dac771b4 completed May 16, 2026, 6:27 a.m.
NEDg Description generation batch_6a080ee7dfe081909bf288e7b8944a75 completed May 16, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_6a080f517f1c81909c66b9a542fddd6b completed May 16, 2026, 6:31 a.m.
Created at: April 11, 2026, 3:36 p.m.