Triple
T11054131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Chiao Tung University |
E261330
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Hsinchu, Taiwan |
E198701
|
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: Hsinchu, Taiwan | Statement: [National Chiao Tung University, locatedIn, Hsinchu, Taiwan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hsinchu, Taiwan Context triple: [National Chiao Tung University, locatedIn, Hsinchu, Taiwan]
-
A.
Hsinchu, Taiwan
chosen
Hsinchu, Taiwan is a major high-tech city often called Taiwan’s “Silicon Valley,” known for its science park and concentration of semiconductor and electronics companies.
-
B.
Chiayi City, Taiwan
Chiayi City, Taiwan, is a historic city in southwestern Taiwan known as a gateway to Alishan and for its rich cultural heritage and traditional night markets.
-
C.
Taipei, Taiwan
Taipei, Taiwan is the capital and largest city of Taiwan, known as a major political, economic, and cultural center in East Asia.
-
D.
Changhua, Taiwan
Changhua is a historic city and county seat in central Taiwan, known for its rich cultural heritage, traditional temples, and the famous Great Buddha statue on Baguashan.
-
E.
Hualien, Taiwan
Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798a0890481909c1d4f9d5b23f33a |
completed | April 9, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c86052148190adfc250c3dd27094 |
completed | April 18, 2026, 6:07 p.m. |
Created at: April 8, 2026, 9:26 p.m.