Triple
T15642889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Freeway 1 |
E376109
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Taiwan national freeway system
The Taiwan national freeway system is a nationwide network of high-speed expressways that forms the backbone of Taiwan’s road transportation infrastructure, connecting major cities and regions across the island.
|
E1168185
|
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: Taiwan national freeway system | Statement: [National Freeway 1, partOf, Taiwan national freeway system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taiwan national freeway system Context triple: [National Freeway 1, partOf, Taiwan national freeway system]
-
A.
Taiwan provincial highway system
The Taiwan provincial highway system is a network of major roads managed at the provincial level that connects cities, towns, and rural areas across Taiwan, complementing the national freeway system.
-
B.
Taiwan Provincial Highway 3
Taiwan Provincial Highway 3 is a major north–south roadway in Taiwan that runs through numerous inland towns and cities, serving as an important alternative to the coastal highways.
-
C.
G3 Beijing–Taipei Expressway
The G3 Beijing–Taipei Expressway is a major Chinese national expressway intended to connect Beijing with the Taiwan region via coastal provinces along the country’s eastern corridor.
-
D.
Shitai Expressway
Shitai Expressway is a major Chinese expressway that connects the city of Shijiazhuang in Hebei Province with Taiyuan in neighboring Shanxi Province, facilitating regional transportation and commerce.
-
E.
North–South Expressway
The North–South Expressway is Malaysia’s main interstate highway system, running the length of Peninsular Malaysia and linking major cities, industrial hubs, and key crossings such as the Penang Bridge.
- 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: Taiwan national freeway system Triple: [National Freeway 1, partOf, Taiwan national freeway system]
Generated description
The Taiwan national freeway system is a nationwide network of high-speed expressways that forms the backbone of Taiwan’s road transportation infrastructure, connecting major cities and regions across the island.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taiwan national freeway system Target entity description: The Taiwan national freeway system is a nationwide network of high-speed expressways that forms the backbone of Taiwan’s road transportation infrastructure, connecting major cities and regions across the island.
-
A.
Taiwan provincial highway system
The Taiwan provincial highway system is a network of major roads managed at the provincial level that connects cities, towns, and rural areas across Taiwan, complementing the national freeway system.
-
B.
Taiwan Provincial Highway 3
Taiwan Provincial Highway 3 is a major north–south roadway in Taiwan that runs through numerous inland towns and cities, serving as an important alternative to the coastal highways.
-
C.
G3 Beijing–Taipei Expressway
The G3 Beijing–Taipei Expressway is a major Chinese national expressway intended to connect Beijing with the Taiwan region via coastal provinces along the country’s eastern corridor.
-
D.
Shitai Expressway
Shitai Expressway is a major Chinese expressway that connects the city of Shijiazhuang in Hebei Province with Taiyuan in neighboring Shanxi Province, facilitating regional transportation and commerce.
-
E.
North–South Expressway
The North–South Expressway is Malaysia’s main interstate highway system, running the length of Peninsular Malaysia and linking major cities, industrial hubs, and key crossings such as the Penang Bridge.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed23d688190bea996f90989d406 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4d49188190855a895c5844dee0 |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff614906cc81909d978d8645045af3 |
completed | May 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff61b3b3f08190a2a1e1010684a316 |
completed | May 9, 2026, 4:32 p.m. |
Created at: April 10, 2026, 4:15 a.m.