Triple
T22780482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | western Taiwan |
E563821
|
entity |
| Predicate | industrialHubs |
P11547
|
FINISHED |
| Object | Hsinchu Science Park |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hsinchu Science Park | Statement: [western Taiwan, industrialHubs, Hsinchu Science Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hsinchu Science Park Context triple: [western Taiwan, industrialHubs, Hsinchu Science Park]
-
A.
Hsinchu Science Park
chosen
Hsinchu Science Park is a major high-tech industrial park in Taiwan, renowned as a hub for semiconductor and electronics companies and a key driver of the country’s technology industry.
-
B.
Hsinchu Science Education Center
Hsinchu Science Education Center is an educational institution in Hsinchu dedicated to promoting science learning and outreach, affiliated with National Tsing Hua University.
-
C.
Xizhi Science Park
Xizhi Science Park is a major technology and industrial hub in New Taipei City, Taiwan, hosting numerous electronics and high-tech companies.
-
D.
Taipei Neihu Technology Park
Taipei Neihu Technology Park is a major high-tech industrial and business hub in Taipei, known for its concentration of technology companies, corporate headquarters, and modern commercial facilities.
-
E.
Fengtai Science Park
Fengtai Science Park is a major technology and innovation hub located in Beijing’s Fengtai District, hosting high-tech enterprises and research institutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: industrialHubs Context triple: [western Taiwan, industrialHubs, Hsinchu Science Park]
-
A.
industrialFocus
Indicates a relationship where an entity is primarily concerned with, specialized in, or directed toward a particular industrial sector or area of industrial activity.
-
B.
industrialCategory
Indicates the industry or sector classification to which an entity (such as a business or organization) belongs.
-
C.
industryCenter
chosen
Indicates that a location functions as a primary hub or focal point for industrial activity or production.
-
D.
connectsIndustrialCenter
Indicates a relationship where one entity serves as a link or route that joins or provides access between industrial centers.
-
E.
isIndustrialCenter
Indicates that a place functions as a major hub of industrial activity, production, or manufacturing within a region.
- F. None of above.
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_69e2455500788190b4b33030461f3bbd |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17c2cab0881908df1d0629b43d350 |
completed | April 29, 2026, 3:34 a.m. |
| PD | Predicate disambiguation | batch_69eed2c32e8c8190b73bb9965ed47d64 |
completed | April 27, 2026, 3:06 a.m. |
Created at: April 17, 2026, 3:28 p.m.