Triple

T6913683
Position Surface form Disambiguated ID Type / Status
Subject Provincial Highway 3 (Taiwan) E159995 entity
Predicate partOf P40 FINISHED
Object 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.
E628121 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 provincial highway system | Statement: [Provincial Highway 3 (Taiwan), partOf, Taiwan provincial highway system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taiwan provincial highway system
Context triple: [Provincial Highway 3 (Taiwan), partOf, Taiwan provincial highway system]
  • A. Taiwan Railways network
    The Taiwan Railways network is a nationwide rail system in Taiwan that provides intercity, regional, and commuter train services connecting major cities and towns around the island.
  • B. 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.
  • C. Suhua Highway
    Suhua Highway is a famously scenic yet historically treacherous coastal road in eastern Taiwan that winds along cliffs between Yilan and Hualien, offering dramatic Pacific Ocean views.
  • D. China National Highway Network
    The China National Highway Network is an extensive system of major trunk roads that connects cities and regions across mainland China, complementing the country’s expressway network.
  • E. China National Highway 105
    China National Highway 105 is a major north–south trunk road in China that connects Beijing with the southern coastal city of Zhuhai, passing through several key provinces and cities along the way.
  • 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 provincial highway system
Triple: [Provincial Highway 3 (Taiwan), partOf, Taiwan provincial highway system]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taiwan provincial highway system
Target entity description: 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.
  • A. Taiwan Railways network
    The Taiwan Railways network is a nationwide rail system in Taiwan that provides intercity, regional, and commuter train services connecting major cities and towns around the island.
  • B. 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.
  • C. Suhua Highway
    Suhua Highway is a famously scenic yet historically treacherous coastal road in eastern Taiwan that winds along cliffs between Yilan and Hualien, offering dramatic Pacific Ocean views.
  • D. China National Highway Network
    The China National Highway Network is an extensive system of major trunk roads that connects cities and regions across mainland China, complementing the country’s expressway network.
  • E. China National Highway 105
    China National Highway 105 is a major north–south trunk road in China that connects Beijing with the southern coastal city of Zhuhai, passing through several key provinces and cities along the way.
  • 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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9dbca6c819091d8b65e54ada5d9 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7491116448190b9945e5a53056cb9 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c74b46838c8190b5418d8f02f9aee1 completed March 28, 2026, 3:30 a.m.
NED2 Entity disambiguation (via description) batch_69c74d297b5881909b171d0a82adf173 completed March 28, 2026, 3:38 a.m.
Created at: March 27, 2026, 2:25 p.m.