Triple

T11755931

Position	Surface form	Disambiguated ID	Type / Status
Subject	Academia Sinica	`E279523`	entity
Predicate	hosts	`P186`	FINISHED
Object	Taiwan International Graduate Program Taiwan International Graduate Program is an English-taught, interdisciplinary PhD program in Taiwan that brings together Academia Sinica and leading universities to train international and local students in cutting-edge research fields.	`E943570`	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: Taiwan International Graduate Program | Statement: [Academia Sinica, hosts, Taiwan International Graduate Program]

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

Target entity: Taiwan International Graduate Program
Context triple: [Academia Sinica, hosts, Taiwan International Graduate Program]

A. 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.
B. Southern Taiwan University of Science and Technology
Southern Taiwan University of Science and Technology is a private technical and vocational university in Tainan, Taiwan, known for its engineering, management, and design programs.
C. National Chung-Shan Institute of Science and Technology
The National Chung-Shan Institute of Science and Technology is Taiwan’s principal government-run defense research and development organization, responsible for designing and producing a wide range of military technologies and weapon systems.
D. National Taiwan University
National Taiwan University is Taiwan’s leading public research university, renowned for its rigorous academics and significant contributions to science, technology, and the humanities.
E. 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.
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: Taiwan International Graduate Program
Triple: [Academia Sinica, hosts, Taiwan International Graduate Program]

Generated description

Taiwan International Graduate Program is an English-taught, interdisciplinary PhD program in Taiwan that brings together Academia Sinica and leading universities to train international and local students in cutting-edge research fields.

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

Target entity: Taiwan International Graduate Program
Target entity description: Taiwan International Graduate Program is an English-taught, interdisciplinary PhD program in Taiwan that brings together Academia Sinica and leading universities to train international and local students in cutting-edge research fields.

A. 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.
B. Southern Taiwan University of Science and Technology
Southern Taiwan University of Science and Technology is a private technical and vocational university in Tainan, Taiwan, known for its engineering, management, and design programs.
C. National Chung-Shan Institute of Science and Technology
The National Chung-Shan Institute of Science and Technology is Taiwan’s principal government-run defense research and development organization, responsible for designing and producing a wide range of military technologies and weapon systems.
D. National Taiwan University
National Taiwan University is Taiwan’s leading public research university, renowned for its rigorous academics and significant contributions to science, technology, and the humanities.
E. 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.
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_69d6ab01038c819080714901502c84fc`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8a50c8d708190ad79ecb57b715d04`	completed	April 10, 2026, 7:21 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f01a2f0a848190944ba2688c6d7ad2`	completed	April 28, 2026, 2:23 a.m.
NEDg	Description generation	`batch_69f0319622c48190bee6c906f08c0a8c`	completed	April 28, 2026, 4:03 a.m.
NED2	Entity disambiguation (via description)	`batch_69f05af9ce808190bc6c1ec2cb9903f9`	completed	April 28, 2026, 7 a.m.

Created at: April 8, 2026, 9:41 p.m.