Triple
T3669545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taipei–Keelung metropolitan area |
E77842
|
entity |
| Predicate | hasTechnologyCluster |
P15824
|
FINISHED |
| Object |
Hsinchu–Taipei–Keelung corridor
The Hsinchu–Taipei–Keelung corridor is a major high-tech industrial belt in northern Taiwan, encompassing key electronics, semiconductor, and information technology hubs.
|
E376795
|
NE FINISHED |
How this triple was built (5 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–Taipei–Keelung corridor | Statement: [Taipei–Keelung metropolitan area, hasTechnologyCluster, Hsinchu–Taipei–Keelung corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hsinchu–Taipei–Keelung corridor Context triple: [Taipei–Keelung metropolitan area, hasTechnologyCluster, Hsinchu–Taipei–Keelung corridor]
-
A.
Taipei–Keelung metropolitan area
The Taipei–Keelung metropolitan area is Taiwan’s largest urban agglomeration, encompassing the capital Taipei and surrounding cities in a densely populated economic and cultural hub in northern Taiwan.
-
B.
Taiwan Railways Western Line
The Taiwan Railways Western Line is a major railway corridor in western Taiwan that connects key cities and serves as one of the country’s primary intercity and commuter rail routes.
-
C.
Xinyi
Xinyi is a county-level city administered by Xuzhou in Jiangsu Province, eastern China.
-
D.
Taipei–Hong Kong
Taipei–Hong Kong is a heavily traveled East Asian air route connecting Taiwan’s capital with Hong Kong, served by numerous carriers and popular for both business and tourism.
-
E.
New Taipei City
New Taipei City is a populous special municipality in northern Taiwan that encircles Taipei and serves as a major residential, industrial, and transportation hub of the Taipei metropolitan area.
- 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: Hsinchu–Taipei–Keelung corridor Triple: [Taipei–Keelung metropolitan area, hasTechnologyCluster, Hsinchu–Taipei–Keelung corridor]
Generated description
The Hsinchu–Taipei–Keelung corridor is a major high-tech industrial belt in northern Taiwan, encompassing key electronics, semiconductor, and information technology hubs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hsinchu–Taipei–Keelung corridor Target entity description: The Hsinchu–Taipei–Keelung corridor is a major high-tech industrial belt in northern Taiwan, encompassing key electronics, semiconductor, and information technology hubs.
-
A.
Taipei–Keelung metropolitan area
The Taipei–Keelung metropolitan area is Taiwan’s largest urban agglomeration, encompassing the capital Taipei and surrounding cities in a densely populated economic and cultural hub in northern Taiwan.
-
B.
Taiwan Railways Western Line
The Taiwan Railways Western Line is a major railway corridor in western Taiwan that connects key cities and serves as one of the country’s primary intercity and commuter rail routes.
-
C.
Xinyi
Xinyi is a county-level city administered by Xuzhou in Jiangsu Province, eastern China.
-
D.
Taipei–Hong Kong
Taipei–Hong Kong is a heavily traveled East Asian air route connecting Taiwan’s capital with Hong Kong, served by numerous carriers and popular for both business and tourism.
-
E.
New Taipei City
New Taipei City is a populous special municipality in northern Taiwan that encircles Taipei and serves as a major residential, industrial, and transportation hub of the Taipei metropolitan area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTechnologyCluster Context triple: [Taipei–Keelung metropolitan area, hasTechnologyCluster, Hsinchu–Taipei–Keelung corridor]
-
A.
isTechnologicalHubOf
Indicates that a location serves as a central focal point for technological activity, development, or innovation for another specified area or community.
-
B.
hasAdvancedTechnologySector
Indicates that an entity possesses or includes a developed sector focused on advanced or high-tech industries, products, or services.
-
C.
hasInnovationHub
Indicates that an entity hosts, contains, or is associated with a dedicated center or facility focused on innovation activities.
-
D.
isPartOfEconomicCluster
chosen
Indicates that an entity belongs to, or is included within, a larger economic cluster or grouping based on economic relationships or activities.
-
E.
supportsCityCluster
Indicates that one entity provides the necessary resources, infrastructure, or services for a specific city cluster to function or develop.
- F. None of above.
Provenance (6 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_69ad85e083008190b2e1b7085fe500bd |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc42b3f94819091d51e488bc3f2f2 |
completed | March 8, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48850515c8190bdb9ddcfc0a13f4e |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48b55ad8081909166e7418cdf0f06 |
completed | March 13, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b48e1ff9fc8190bb2559b9e55ea2b8 |
completed | March 13, 2026, 10:22 p.m. |
| PD | Predicate disambiguation | batch_69adb84a20288190a092e4a1b045fe3f |
completed | March 8, 2026, 5:56 p.m. |
Created at: March 8, 2026, 3:25 p.m.