Triple

T9049667
Position Surface form Disambiguated ID Type / Status
Subject Southeast region of Vietnam E216849 entity
Predicate hasInfrastructure P2560 FINISHED
Object Cái Mép–Thị Vải port complex
Cái Mép–Thị Vải port complex is a major deep-water seaport hub in southern Vietnam that handles large container ships and plays a key role in the country’s international trade and logistics.
E775422 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: Cái Mép–Thị Vải port complex | Statement: [Southeast region of Vietnam, hasInfrastructure, Cái Mép–Thị Vải port complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cái Mép–Thị Vải port complex
Context triple: [Southeast region of Vietnam, hasInfrastructure, Cái Mép–Thị Vải port complex]
  • A. San Pedro Bay Port Complex
    The San Pedro Bay Port Complex is a major U.S. maritime hub comprising the adjacent Ports of Los Angeles and Long Beach, together forming one of the world’s busiest container shipping centers.
  • B. Map Ta Phut Port
    Map Ta Phut Port is a major deep-sea industrial port in Thailand that serves as a key hub for petrochemical and heavy industry trade on the country’s eastern seaboard.
  • C. Navotas Fish Port Complex area
    The Navotas Fish Port Complex area is a major fishing and seafood trading hub in Metro Manila, serving as one of the Philippines’ largest centers for fish landing, wholesale, and distribution.
  • D. 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.
  • E. Doraleh Multipurpose Port
    Doraleh Multipurpose Port is a major modern seaport complex in Djibouti that handles diverse cargo types and serves as a key logistics hub for trade along the Red Sea and Horn of Africa.
  • 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: Cái Mép–Thị Vải port complex
Triple: [Southeast region of Vietnam, hasInfrastructure, Cái Mép–Thị Vải port complex]
Generated description
Cái Mép–Thị Vải port complex is a major deep-water seaport hub in southern Vietnam that handles large container ships and plays a key role in the country’s international trade and logistics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cái Mép–Thị Vải port complex
Target entity description: Cái Mép–Thị Vải port complex is a major deep-water seaport hub in southern Vietnam that handles large container ships and plays a key role in the country’s international trade and logistics.
  • A. San Pedro Bay Port Complex
    The San Pedro Bay Port Complex is a major U.S. maritime hub comprising the adjacent Ports of Los Angeles and Long Beach, together forming one of the world’s busiest container shipping centers.
  • B. Map Ta Phut Port
    Map Ta Phut Port is a major deep-sea industrial port in Thailand that serves as a key hub for petrochemical and heavy industry trade on the country’s eastern seaboard.
  • C. Navotas Fish Port Complex area
    The Navotas Fish Port Complex area is a major fishing and seafood trading hub in Metro Manila, serving as one of the Philippines’ largest centers for fish landing, wholesale, and distribution.
  • D. 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.
  • E. Doraleh Multipurpose Port
    Doraleh Multipurpose Port is a major modern seaport complex in Djibouti that handles diverse cargo types and serves as a key logistics hub for trade along the Red Sea and Horn of Africa.
  • 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_69ca83d362e88190ae44b4e4dc194209 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6b52cc1881909fb011d9a8af2e18 completed April 1, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebc90bf88190bbcdab07ca93f569 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfecf7fce08190a9b80044a2ae9745 completed April 3, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69cff0ea8c388190bd95233db9c69038 completed April 3, 2026, 4:55 p.m.
Created at: March 30, 2026, 7:10 p.m.