Triple

T9780018
Position Surface form Disambiguated ID Type / Status
Subject Hainan Western Ring Railway E237342 entity
Predicate isPartOfTransportNetwork P8428 FINISHED
Object Hainan rail network
The Hainan rail network is the integrated system of railway lines that connects cities and regions across China’s Hainan Island, supporting both passenger and freight transportation.
E820821 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: Hainan rail network | Statement: [Hainan Western Ring Railway, isPartOfTransportNetwork, Hainan rail network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hainan rail network
Context triple: [Hainan Western Ring Railway, isPartOfTransportNetwork, Hainan rail network]
  • A. Hainan Western Ring Railway
    Hainan Western Ring Railway is a major rail line forming the western segment of the loop around China’s Hainan Island, connecting key coastal cities and supporting regional transport and development.
  • B. Hainan Eastern Ring High-Speed Railway
    Hainan Eastern Ring High-Speed Railway is a high-speed rail line that runs along the eastern coast of China’s Hainan Island, connecting major cities and tourist destinations with rapid passenger service.
  • C. Haikou–Meilan Airport Intercity Railway
    The Haikou–Meilan Airport Intercity Railway is a regional rail line in Haikou, Hainan, China, providing rapid passenger transit between the city and Haikou Meilan International Airport as part of the island’s high-speed rail network.
  • D. Jingxiong intercity railway
    The Jingxiong intercity railway is a high-speed rail line connecting Beijing with the planned Xiong’an New Area in Hebei Province, designed to support regional integration and rapid passenger transport.
  • E. Nanning–Guangzhou High-Speed Railway
    The Nanning–Guangzhou High-Speed Railway is a major high-speed rail corridor in southern China connecting Nanning in Guangxi with Guangzhou in Guangdong, significantly reducing travel time between the two regional hubs.
  • 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: Hainan rail network
Triple: [Hainan Western Ring Railway, isPartOfTransportNetwork, Hainan rail network]
Generated description
The Hainan rail network is the integrated system of railway lines that connects cities and regions across China’s Hainan Island, supporting both passenger and freight transportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hainan rail network
Target entity description: The Hainan rail network is the integrated system of railway lines that connects cities and regions across China’s Hainan Island, supporting both passenger and freight transportation.
  • A. Hainan Western Ring Railway
    Hainan Western Ring Railway is a major rail line forming the western segment of the loop around China’s Hainan Island, connecting key coastal cities and supporting regional transport and development.
  • B. Hainan Eastern Ring High-Speed Railway
    Hainan Eastern Ring High-Speed Railway is a high-speed rail line that runs along the eastern coast of China’s Hainan Island, connecting major cities and tourist destinations with rapid passenger service.
  • C. Haikou–Meilan Airport Intercity Railway
    The Haikou–Meilan Airport Intercity Railway is a regional rail line in Haikou, Hainan, China, providing rapid passenger transit between the city and Haikou Meilan International Airport as part of the island’s high-speed rail network.
  • D. Jingxiong intercity railway
    The Jingxiong intercity railway is a high-speed rail line connecting Beijing with the planned Xiong’an New Area in Hebei Province, designed to support regional integration and rapid passenger transport.
  • E. Nanning–Guangzhou High-Speed Railway
    The Nanning–Guangzhou High-Speed Railway is a major high-speed rail corridor in southern China connecting Nanning in Guangxi with Guangzhou in Guangdong, significantly reducing travel time between the two regional hubs.
  • 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_69ca84d975a08190aab25b02a89bdab3 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda1b0b15881909ef52d0156148c59 completed April 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c41b31b08190937f374c2d51aa1b completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c4a087208190b81ae9d40de08ab9 completed April 5, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69d1c4fe71308190ac08e30c98611ed6 completed April 5, 2026, 2:12 a.m.
Created at: March 30, 2026, 8:27 p.m.