Triple

T3510048

Position	Surface form	Disambiguated ID	Type / Status
Subject	Osan, South Korea	`E74173`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Seoul National University of Science and Technology Osan Campus Seoul National University of Science and Technology Osan Campus is a regional campus of Seoul National University of Science and Technology located in the city of Osan, South Korea, offering specialized higher education and research programs.	`E363255`	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: Seoul National University of Science and Technology Osan Campus | Statement: [Osan, South Korea, hasPart, Seoul National University of Science and Technology Osan Campus]

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

Target entity: Seoul National University of Science and Technology Osan Campus
Context triple: [Osan, South Korea, hasPart, Seoul National University of Science and Technology Osan Campus]

A. Sejong Campus
Sejong Campus is Korea University's satellite campus located in Sejong City, offering a range of undergraduate and graduate programs with a focus on public policy, science, and technology.
B. Pyeongtaek University
Pyeongtaek University is a higher education institution located in Pyeongtaek, South Korea, offering a range of undergraduate and graduate programs.
C. Chungnam National University
Chungnam National University is a major national research university in South Korea known for its comprehensive academic programs and strong emphasis on science and technology, located in the city of Daejeon.
D. Sinchon Campus
Sinchon Campus is Yonsei University's main urban campus in Seoul, known for its vibrant student life and central role in the university's academic and cultural activities.
E. University of Ulsan
The University of Ulsan is a major private research university in Ulsan, South Korea, known for its strong engineering and industrial cooperation programs.
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: Seoul National University of Science and Technology Osan Campus
Triple: [Osan, South Korea, hasPart, Seoul National University of Science and Technology Osan Campus]

Generated description

Seoul National University of Science and Technology Osan Campus is a regional campus of Seoul National University of Science and Technology located in the city of Osan, South Korea, offering specialized higher education and research programs.

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

Target entity: Seoul National University of Science and Technology Osan Campus
Target entity description: Seoul National University of Science and Technology Osan Campus is a regional campus of Seoul National University of Science and Technology located in the city of Osan, South Korea, offering specialized higher education and research programs.

A. Sejong Campus
Sejong Campus is Korea University's satellite campus located in Sejong City, offering a range of undergraduate and graduate programs with a focus on public policy, science, and technology.
B. Pyeongtaek University
Pyeongtaek University is a higher education institution located in Pyeongtaek, South Korea, offering a range of undergraduate and graduate programs.
C. Chungnam National University
Chungnam National University is a major national research university in South Korea known for its comprehensive academic programs and strong emphasis on science and technology, located in the city of Daejeon.
D. Sinchon Campus
Sinchon Campus is Yonsei University's main urban campus in Seoul, known for its vibrant student life and central role in the university's academic and cultural activities.
E. University of Ulsan
The University of Ulsan is a major private research university in Ulsan, South Korea, known for its strong engineering and industrial cooperation programs.
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_69ad85ce7a9c81909ddc5cf0cb67a6e3`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbc0e1f0c8190b054d9fba16ce4b3`	completed	March 8, 2026, 6:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b373e71ae8819096ea39955c92076a`	completed	March 13, 2026, 2:18 a.m.
NEDg	Description generation	`batch_69b374e50a088190ad4dc101efd68d54`	completed	March 13, 2026, 2:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69b37544b04c819090e6f59babd8017e`	completed	March 13, 2026, 2:24 a.m.

Created at: March 8, 2026, 3:18 p.m.