Triple

T1344150
Position Surface form Disambiguated ID Type / Status
Subject Hai Phong E28530 entity
Predicate hasMajorPortFacility P942 FINISHED
Object Lach Huyen International Gateway Port
Lach Huyen International Gateway Port is a deep-water seaport near Hai Phong, Vietnam, designed as a major international cargo hub capable of accommodating large container vessels and boosting the region’s maritime trade.
E160326 NE FINISHED

How this triple was built (5 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: Lach Huyen International Gateway Port | Statement: [Hai Phong, hasMajorPortFacility, Lach Huyen International Gateway Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lach Huyen International Gateway Port
Context triple: [Hai Phong, hasMajorPortFacility, Lach Huyen International Gateway Port]
  • A. Tien Sa Port
    Tien Sa Port is a major deep-water seaport in Da Nang, Vietnam, serving as a key hub for cargo shipping and cruise tourism in the central region.
  • B. Saigon Port
    Saigon Port is a major commercial and container port in Ho Chi Minh City, Vietnam, serving as one of the country’s key gateways for maritime trade.
  • C. Ninh Kieu Wharf
    Ninh Kieu Wharf is a famous riverside promenade and tourist hub in Can Tho, Vietnam, known for its scenic views, floating markets, and vibrant nightlife along the Hau River.
  • D. Kamarajar Port
    Kamarajar Port is a major deep-water seaport near Chennai on India’s east coast, serving as a key hub for cargo and industrial maritime trade.
  • E. Batam Port
    Batam Port is a major Indonesian seaport on Batam Island that serves as a key maritime and logistics hub near the Singapore Strait.
  • 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: Lach Huyen International Gateway Port
Triple: [Hai Phong, hasMajorPortFacility, Lach Huyen International Gateway Port]
Generated description
Lach Huyen International Gateway Port is a deep-water seaport near Hai Phong, Vietnam, designed as a major international cargo hub capable of accommodating large container vessels and boosting the region’s maritime trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lach Huyen International Gateway Port
Target entity description: Lach Huyen International Gateway Port is a deep-water seaport near Hai Phong, Vietnam, designed as a major international cargo hub capable of accommodating large container vessels and boosting the region’s maritime trade.
  • A. Tien Sa Port
    Tien Sa Port is a major deep-water seaport in Da Nang, Vietnam, serving as a key hub for cargo shipping and cruise tourism in the central region.
  • B. Saigon Port
    Saigon Port is a major commercial and container port in Ho Chi Minh City, Vietnam, serving as one of the country’s key gateways for maritime trade.
  • C. Ninh Kieu Wharf
    Ninh Kieu Wharf is a famous riverside promenade and tourist hub in Can Tho, Vietnam, known for its scenic views, floating markets, and vibrant nightlife along the Hau River.
  • D. Kamarajar Port
    Kamarajar Port is a major deep-water seaport near Chennai on India’s east coast, serving as a key hub for cargo and industrial maritime trade.
  • E. Batam Port
    Batam Port is a major Indonesian seaport on Batam Island that serves as a key maritime and logistics hub near the Singapore Strait.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMajorPortFacility
Context triple: [Hai Phong, hasMajorPortFacility, Lach Huyen International Gateway Port]
  • A. hasMajorPort chosen
    Indicates that a location possesses a primary, significant seaport used for major commercial or transportation activities.
  • B. hasMajorSeaLane
    Indicates that a significant maritime shipping or navigation route passes through, borders, or is closely associated with the referenced entity.
  • C. hasRailFacility
    Indicates that an entity possesses or is served by a rail-related facility, such as a railway station, terminal, or yard.
  • D. hasMajorAirport
    Indicates that a location possesses at least one significant airport that serves as a primary hub for air travel in that area.
  • E. hasFerryPort
    Indicates that a place serves as a location where ferries regularly dock to load and unload passengers or cargo.
  • F. None of above.

Provenance (6 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c23b8a9081908b78405d4ef806af completed March 1, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde1555048190b73c1616d1979b08 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acdee073fc819098c906d91870b317 completed March 8, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ace0a7ddc08190a44be1707587351b completed March 8, 2026, 2:36 a.m.
PD Predicate disambiguation batch_69a4bef3e8fc8190ac9a1ba9b5879483 completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:56 p.m.