Triple

T19413439
Position Surface form Disambiguated ID Type / Status
Subject Huanggang Port E485647 entity
Predicate isMajorNodeIn P14282 FINISHED
Object Shenzhen–Hong Kong transportation network — NE NERFINISHED

How this triple was built (2 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: Shenzhen–Hong Kong transportation network | Statement: [Huanggang Port, isMajorNodeIn, Shenzhen–Hong Kong transportation network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shenzhen–Hong Kong transportation network
Context triple: [Huanggang Port, isMajorNodeIn, Shenzhen–Hong Kong transportation network]
  • A. Hong Kong–Pearl River Delta transport network
    The Hong Kong–Pearl River Delta transport network is an integrated system of cross-boundary ferries, bridges, roads, and rail links that connect Hong Kong with major cities across the Pearl River Delta region in southern China.
  • B. Pearl River Delta intercity rail network
    The Pearl River Delta intercity rail network is a high-speed regional rail system in southern China that links major cities across the Greater Bay Area, including Guangzhou, Shenzhen, Foshan, and surrounding urban centers.
  • C. Guangzhou–Shenzhen–Hong Kong Express Rail Link
    The Guangzhou–Shenzhen–Hong Kong Express Rail Link is a high-speed railway corridor connecting major cities in southern China with Hong Kong, significantly reducing travel times and enhancing cross-border transportation.
  • D. Zhuhai urban transport network
    The Zhuhai urban transport network is the integrated system of local buses, rail links, and other public transit services that facilitates movement within Zhuhai and connects it to surrounding cities in the Pearl River Delta.
  • E. Shenzhen–Hong Kong Western Corridor chosen
    The Shenzhen–Hong Kong Western Corridor is a cross-border bridge and highway link connecting Shenzhen in mainland China with Hong Kong, facilitating major passenger and freight traffic between the two regions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8e8d688f881909c85104a62e09d8a completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e62af77eb481909fcfb6cdde1e8580 completed April 20, 2026, 1:32 p.m.
Created at: April 10, 2026, 1:37 p.m.