Triple

T5151065

Position	Surface form	Disambiguated ID	Type / Status
Subject	Óbuda University	`E116193`	entity
Predicate	hasPredecessor	`P97`	FINISHED
Object	Kandó Kálmán Technical College Kandó Kálmán Technical College was a Hungarian higher education institution specializing in engineering and technical studies that later became part of Óbuda University.	`E497226`	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: Kandó Kálmán Technical College | Statement: [Óbuda University, hasPredecessor, Kandó Kálmán Technical College]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Kandó Kálmán Technical College
Context triple: [Óbuda University, hasPredecessor, Kandó Kálmán Technical College]

A. Budapest University of Technology and Economics
Budapest University of Technology and Economics is a leading Hungarian institution of higher education renowned for its engineering and scientific programs and for producing prominent researchers and Nobel laureates.
B. University of Miskolc
The University of Miskolc is a major Hungarian public university known for its engineering, economics, law, and social sciences programs, serving as a key educational and research center in northeastern Hungary.
C. University of Sopron
The University of Sopron is a Hungarian higher education institution known for its programs in forestry, economics, and social sciences, located in the historic city of Sopron near the Austrian border.
D. University of Budapest
The University of Budapest is a historic Hungarian higher education institution known for producing prominent scholars, including mathematician John von Neumann.
E. University of Debrecen
The University of Debrecen is one of Hungary’s oldest and largest higher education institutions, known for its comprehensive academic programs and significant research output.
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: Kandó Kálmán Technical College
Triple: [Óbuda University, hasPredecessor, Kandó Kálmán Technical College]

Generated description

Kandó Kálmán Technical College was a Hungarian higher education institution specializing in engineering and technical studies that later became part of Óbuda University.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Kandó Kálmán Technical College
Target entity description: Kandó Kálmán Technical College was a Hungarian higher education institution specializing in engineering and technical studies that later became part of Óbuda University.

A. Budapest University of Technology and Economics
Budapest University of Technology and Economics is a leading Hungarian institution of higher education renowned for its engineering and scientific programs and for producing prominent researchers and Nobel laureates.
B. University of Miskolc
The University of Miskolc is a major Hungarian public university known for its engineering, economics, law, and social sciences programs, serving as a key educational and research center in northeastern Hungary.
C. University of Sopron
The University of Sopron is a Hungarian higher education institution known for its programs in forestry, economics, and social sciences, located in the historic city of Sopron near the Austrian border.
D. University of Budapest
The University of Budapest is a historic Hungarian higher education institution known for producing prominent scholars, including mathematician John von Neumann.
E. University of Debrecen
The University of Debrecen is one of Hungary’s oldest and largest higher education institutions, known for its comprehensive academic programs and significant research output.
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_69bd445d94788190b72e2cc563120995`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd78d965548190b09f574acf3b9b1a`	completed	March 20, 2026, 4:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bed004538c81908fac258ea99f7e63`	completed	March 21, 2026, 5:06 p.m.
NEDg	Description generation	`batch_69bed07c9cd081908f8246e24b2f6458`	completed	March 21, 2026, 5:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69bed103a1088190abca6e7d1fbd9c2b`	completed	March 21, 2026, 5:10 p.m.

Created at: March 20, 2026, 1:44 p.m.