Triple

T6026593
Position Surface form Disambiguated ID Type / Status
Subject Cangzhou E134196 entity
Predicate knownFor P22 FINISHED
Object port of Huanghua
The port of Huanghua is a major Chinese seaport on the Bohai Sea that serves as a key coal and bulk cargo export hub for the Cangzhou region in Hebei Province.
 E563425 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: port of Huanghua | Statement: [Cangzhou, knownFor, port of Huanghua]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: port of Huanghua
Context triple: [Cangzhou, knownFor, port of Huanghua]
  • A. Zhanjiang Port
    Zhanjiang Port is a key deep-water seaport and major shipping hub in Guangdong Province, serving as an important gateway for trade in southern China.
  • B. Huangshi Port
    Huangshi Port is a river port facility serving the city of Huangshi in Hubei Province, China, supporting regional cargo transport and trade along the Yangtze River.
  • C. Beihai Port
    Beihai Port is a major seaport on the southern coast of China that serves as an important maritime gateway for trade in the Beibu Gulf region.
  • D. Luohu Port
    Luohu Port is a major land border crossing and transportation hub between mainland China and Hong Kong, serving as one of the busiest gateways for passengers and trade.
  • E. Huanggang Port
    Huanggang Port is a major land border crossing and transportation hub between Shenzhen, China and Hong Kong, facilitating significant passenger and cargo traffic.
  • 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: port of Huanghua
Target entity description: The port of Huanghua is a major Chinese seaport on the Bohai Sea that serves as a key coal and bulk cargo export hub for the Cangzhou region in Hebei Province.
  • A. Zhanjiang Port
    Zhanjiang Port is a key deep-water seaport and major shipping hub in Guangdong Province, serving as an important gateway for trade in southern China.
  • B. Huangshi Port
    Huangshi Port is a river port facility serving the city of Huangshi in Hubei Province, China, supporting regional cargo transport and trade along the Yangtze River.
  • C. Beihai Port
    Beihai Port is a major seaport on the southern coast of China that serves as an important maritime gateway for trade in the Beibu Gulf region.
  • D. Luohu Port
    Luohu Port is a major land border crossing and transportation hub between mainland China and Hong Kong, serving as one of the busiest gateways for passengers and trade.
  • E. Huanggang Port
    Huanggang Port is a major land border crossing and transportation hub between Shenzhen, China and Hong Kong, facilitating significant passenger and cargo traffic.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: port of Huanghua
Triple: [Cangzhou, knownFor, port of Huanghua]
Generated description
The port of Huanghua is a major Chinese seaport on the Bohai Sea that serves as a key coal and bulk cargo export hub for the Cangzhou region in Hebei Province.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c0087515148190a97475d412563865 elicitation completed
NER batch_69c0560cdc308190b25ca8ecb42c4e4f ner completed
NED1 batch_69c113799d648190a08516a33a5f92b7 ned_source_triple completed
NED2 batch_69c1144e77f881908ab59a67160c1630 ned_description completed
NEDg batch_69c113c9bc048190ab517300d56dd8e0 nedg completed
Created at: March 22, 2026, 4:07 p.m.