Triple

T16744467

Position	Surface form	Disambiguated ID	Type / Status
Subject	Zhongzheng District, Taipei	`E406913`	entity
Predicate	contains	`P35`	FINISHED
Object	National Taipei University of Education (border area) National Taipei University of Education (border area) refers to the peripheral campus area of a teacher-training university in central Taipei known for its focus on education and related disciplines.	`E1232729`	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: National Taipei University of Education (border area) | Statement: [Zhongzheng District, Taipei, contains, National Taipei University of Education (border area)]

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

Target entity: National Taipei University of Education (border area)
Context triple: [Zhongzheng District, Taipei, contains, National Taipei University of Education (border area)]

A. National Taipei University of Technology area
The National Taipei University of Technology area is an urban university district in central Taipei known for its engineering-focused campus, student life, and proximity to major commercial and transportation hubs.
B. National Taiwan Normal University
National Taiwan Normal University is a leading public research university in Taipei, Taiwan, renowned for its teacher education programs and strong humanities and sciences.
C. National University of Tainan
National University of Tainan is a public research university in Tainan, Taiwan, known for its strengths in education, humanities, and the arts.
D. University System of Taiwan
The University System of Taiwan is an alliance of leading Taiwanese universities that collaborate on academic programs, research, and resource sharing to enhance higher education quality and competitiveness.
E. Linkou Campus
Linkou Campus is a branch campus of National Taiwan Normal University located in the Linkou area of New Taipei City, Taiwan, supporting the university’s academic and research activities.
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: National Taipei University of Education (border area)
Triple: [Zhongzheng District, Taipei, contains, National Taipei University of Education (border area)]

Generated description

National Taipei University of Education (border area) refers to the peripheral campus area of a teacher-training university in central Taipei known for its focus on education and related disciplines.

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

Target entity: National Taipei University of Education (border area)
Target entity description: National Taipei University of Education (border area) refers to the peripheral campus area of a teacher-training university in central Taipei known for its focus on education and related disciplines.

A. National Taipei University of Technology area
The National Taipei University of Technology area is an urban university district in central Taipei known for its engineering-focused campus, student life, and proximity to major commercial and transportation hubs.
B. National Taiwan Normal University
National Taiwan Normal University is a leading public research university in Taipei, Taiwan, renowned for its teacher education programs and strong humanities and sciences.
C. National University of Tainan
National University of Tainan is a public research university in Tainan, Taiwan, known for its strengths in education, humanities, and the arts.
D. University System of Taiwan
The University System of Taiwan is an alliance of leading Taiwanese universities that collaborate on academic programs, research, and resource sharing to enhance higher education quality and competitiveness.
E. Linkou Campus
Linkou Campus is a branch campus of National Taiwan Normal University located in the Linkou area of New Taipei City, Taiwan, supporting the university’s academic and research activities.
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_69d8838ffb088190a0b11149929006bf`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e3aa210ef88190be74bd60d7144953`	completed	April 18, 2026, 3:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00a51e69c08190a5bff74823df430c`	completed	May 10, 2026, 3:32 p.m.
NEDg	Description generation	`batch_6a00a782502c819086c07dbcfc1b46eb`	completed	May 10, 2026, 3:42 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00a7e3725c81909afbf1abb4eb317b`	completed	May 10, 2026, 3:44 p.m.

Created at: April 10, 2026, 5:21 a.m.