Triple

T17619199
Position Surface form Disambiguated ID Type / Status
Subject South Central Coast E429663 entity
Predicate hasPort P35 FINISHED
Object Da Nang Port
Da Nang Port is a major deep-water seaport in central Vietnam that serves as a key maritime gateway for trade and transportation in the region.
 E1277396 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: Da Nang Port | Statement: [South Central Coast, hasPort, Da Nang Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Da Nang Port
Context triple: [South Central Coast, hasPort, Da Nang Port]
  • A. Cua Lo Port
    Cua Lo Port is a coastal seaport in north-central Vietnam that serves as a key maritime gateway for Nghe An Province and the surrounding 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. Quy Nhơn Port
    Quy Nhơn Port is a major seaport in central Vietnam that serves as a key hub for regional trade, transportation, and maritime activities in and around the city of Quy Nhơn.
  • D. 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.
  • E. Cua Viet Port
    Cua Viet Port is a coastal seaport in central Vietnam that serves as a regional hub for maritime trade and transportation in Quang Tri Province.
  • 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: Da Nang Port
Triple: [South Central Coast, hasPort, Da Nang Port]
Generated description
Da Nang Port is a major deep-water seaport in central Vietnam that serves as a key maritime gateway for trade and transportation in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Da Nang Port
Target entity description: Da Nang Port is a major deep-water seaport in central Vietnam that serves as a key maritime gateway for trade and transportation in the region.
  • A. Cua Lo Port
    Cua Lo Port is a coastal seaport in north-central Vietnam that serves as a key maritime gateway for Nghe An Province and the surrounding 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. Quy Nhơn Port
    Quy Nhơn Port is a major seaport in central Vietnam that serves as a key hub for regional trade, transportation, and maritime activities in and around the city of Quy Nhơn.
  • D. 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.
  • E. Cua Viet Port
    Cua Viet Port is a coastal seaport in central Vietnam that serves as a regional hub for maritime trade and transportation in Quang Tri Province.
  • 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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46d3489dc8190a619c58025dbb250 completed April 19, 2026, 5:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e82b36448190b3b49b864e987f63 completed May 11, 2026, 2:31 p.m.
NEDg Description generation batch_6a01ecfbeadc819093a647726e0a7f99 completed May 11, 2026, 2:51 p.m.
NED2 Entity disambiguation (via description) batch_6a01ed58925481909d8cb01c3428d762 completed May 11, 2026, 2:53 p.m.
Created at: April 10, 2026, 5:51 a.m.