Triple
T14090971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Tsing Hua University |
E339127
|
entity |
| Predicate | hasAffiliatedInstitution |
P1933
|
FINISHED |
| Object | University System joint libraries (via Taiwan Comprehensive University System) |
E648711
|
NE FINISHED |
How this triple was built (2 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: University System joint libraries (via Taiwan Comprehensive University System) | Statement: [National Tsing Hua University, hasAffiliatedInstitution, University System joint libraries (via Taiwan Comprehensive University System)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University System joint libraries (via Taiwan Comprehensive University System) Context triple: [National Tsing Hua University, hasAffiliatedInstitution, University System joint libraries (via Taiwan Comprehensive University System)]
-
A.
Taiwan Comprehensive University System (historical/related)
The Taiwan Comprehensive University System was a consortium of major Taiwanese universities formed to promote academic collaboration, resource sharing, and joint development in higher education and research.
-
B.
University System of Taiwan
chosen
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.
-
C.
University Library System, CUHK
The University Library System, CUHK is the integrated network of libraries and information services supporting teaching, learning, and research at The Chinese University of Hong Kong.
-
D.
NCKU Library
NCKU Library is the main academic library system of National Cheng Kung University in Tainan, Taiwan, providing comprehensive research and learning resources for its students and faculty.
-
E.
Gemeinsamer Bibliotheksverbund
Der Gemeinsame Bibliotheksverbund (GBV) ist ein deutscher Verbund öffentlicher und wissenschaftlicher Bibliotheken, der insbesondere einen gemeinsamen Katalog und kooperative Dienstleistungen für seine Mitgliedsbibliotheken bereitstellt.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5ee3213c8190af2853a2a5b302a2 |
completed | April 14, 2026, 3:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0a7aab88190949cf1fd8e11b050 |
completed | May 7, 2026, 5:49 p.m. |
Created at: April 9, 2026, 10:21 p.m.