Triple
T1391478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cihu, Daxi District, Taoyuan, Taiwan |
E29967
|
entity |
| Predicate | hasRoadAccess |
P385
|
FINISHED |
| Object |
Provincial Highway 3 (Taiwan)
Provincial Highway 3 (Taiwan) is a major north–south roadway that runs through numerous towns and districts across western Taiwan, serving as an important regional connector parallel to the west coast.
|
E159995
|
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: Provincial Highway 3 (Taiwan) | Statement: [Cihu, Daxi District, Taoyuan, Taiwan, hasRoadAccess, Provincial Highway 3 (Taiwan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Provincial Highway 3 (Taiwan) Context triple: [Cihu, Daxi District, Taoyuan, Taiwan, hasRoadAccess, Provincial Highway 3 (Taiwan)]
-
A.
National Route 3
National Route 3 is a major Argentine highway that runs along the Atlantic coast of Patagonia, connecting Buenos Aires with key southern cities including Comodoro Rivadavia.
-
B.
China National Highway 107
China National Highway 107 is a major north–south trunk road in China that connects Beijing with Shenzhen, passing through several key cities and regions along its route.
-
C.
National road 73
National road 73 is a major Swedish highway connecting Stockholm with the coastal city of Nynäshamn in Stockholm County.
-
D.
National Route 171
National Route 171 is a major Japanese national highway in the Kansai region that connects parts of Osaka and Hyōgo Prefectures, serving as an important arterial road for regional traffic and commerce.
-
E.
China National Highway 106
China National Highway 106 is a major north–south trunk road in China that connects Beijing with Guangzhou, passing through several key provinces and cities along its route.
- 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: Provincial Highway 3 (Taiwan) Triple: [Cihu, Daxi District, Taoyuan, Taiwan, hasRoadAccess, Provincial Highway 3 (Taiwan)]
Generated description
Provincial Highway 3 (Taiwan) is a major north–south roadway that runs through numerous towns and districts across western Taiwan, serving as an important regional connector parallel to the west coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Provincial Highway 3 (Taiwan) Target entity description: Provincial Highway 3 (Taiwan) is a major north–south roadway that runs through numerous towns and districts across western Taiwan, serving as an important regional connector parallel to the west coast.
-
A.
National Route 3
National Route 3 is a major Argentine highway that runs along the Atlantic coast of Patagonia, connecting Buenos Aires with key southern cities including Comodoro Rivadavia.
-
B.
China National Highway 107
China National Highway 107 is a major north–south trunk road in China that connects Beijing with Shenzhen, passing through several key cities and regions along its route.
-
C.
National road 73
National road 73 is a major Swedish highway connecting Stockholm with the coastal city of Nynäshamn in Stockholm County.
-
D.
National Route 171
National Route 171 is a major Japanese national highway in the Kansai region that connects parts of Osaka and Hyōgo Prefectures, serving as an important arterial road for regional traffic and commerce.
-
E.
China National Highway 106
China National Highway 106 is a major north–south trunk road in China that connects Beijing with Guangzhou, passing through several key provinces and cities along its route.
- 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_69a498dc92f8819094a1108f8ac90f43 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c35f7ab081909fe81dd475d6196f |
completed | March 1, 2026, 10:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde28dd888190baa4a26f96f33e0a |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acded052a88190945cf7a2af019c68 |
completed | March 8, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acdf41eb5c819088f2203f33995ccb |
completed | March 8, 2026, 2:30 a.m. |
Created at: March 1, 2026, 7:59 p.m.