Triple

T20583335
Position Surface form Disambiguated ID Type / Status
Subject expressways of Shenzhen E505717 entity
Predicate connectsTo P845 FINISHED
Object Shekou Port — NE NERFINISHED

How this triple was built (3 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: Shekou Port | Statement: [expressways of Shenzhen, connectsTo, Shekou Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shekou Port
Context triple: [expressways of Shenzhen, connectsTo, Shekou Port]
  • A. Huizhou Port
    Huizhou Port is a major coastal seaport in Guangdong Province, China, serving as an important hub for regional trade and industrial shipping.
  • B. Xiuying Port
    Xiuying Port is a major seaport and transportation hub in Haikou, Hainan, serving as a key gateway for passenger and cargo traffic between the island and mainland China.
  • C. Lüshun Port
    Lüshun Port is a strategically important natural harbor in Dalian, Liaoning, China, historically known as Port Arthur and noted for its military and naval significance.
  • D. Shenzhen Bay Port
    Shenzhen Bay Port is a major land-border crossing and transportation hub linking Shenzhen in mainland China with Hong Kong, facilitating significant passenger and cargo movement between the two regions.
  • E. Shantou Port
    Shantou Port is a major coastal seaport in Guangdong Province, China, serving as an important hub for regional trade and maritime transportation.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shekou Port
Target entity description: Shekou Port is a major deep-water harbor and transportation hub in Shenzhen, China, serving passenger ferries and cargo shipping across the Pearl River Delta and beyond.
  • A. Huizhou Port
    Huizhou Port is a major coastal seaport in Guangdong Province, China, serving as an important hub for regional trade and industrial shipping.
  • B. Xiuying Port
    Xiuying Port is a major seaport and transportation hub in Haikou, Hainan, serving as a key gateway for passenger and cargo traffic between the island and mainland China.
  • C. Lüshun Port
    Lüshun Port is a strategically important natural harbor in Dalian, Liaoning, China, historically known as Port Arthur and noted for its military and naval significance.
  • D. Shenzhen Bay Port
    Shenzhen Bay Port is a major land-border crossing and transportation hub linking Shenzhen in mainland China with Hong Kong, facilitating significant passenger and cargo movement between the two regions.
  • E. Shantou Port
    Shantou Port is a major coastal seaport in Guangdong Province, China, serving as an important hub for regional trade and maritime transportation.
  • F. None of above. chosen

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_69e0b4b9669c8190b8e81fc72817d42c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a974ee4c819099310b46885a5597 completed April 20, 2026, 10:32 p.m.
Created at: April 16, 2026, 11:40 a.m.