Triple

T9942101
Position Surface form Disambiguated ID Type / Status
Subject Chonburi Province E194107 entity
Predicate containsPort P35 FINISHED
Object Laem Chabang Port
Laem Chabang Port is Thailand’s largest deep-sea commercial port and a major maritime hub for container shipping in Southeast Asia.
 E830718 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: Laem Chabang Port | Statement: [Chonburi Province, containsPort, Laem Chabang Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laem Chabang Port
Context triple: [Chonburi Province, containsPort, Laem Chabang Port]
  • A. Bangkok Port
    Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
  • B. Sattahip Commercial Port
    Sattahip Commercial Port is a major deep-sea port in Thailand that supports both commercial maritime trade and naval operations on the country’s eastern seaboard.
  • C. 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.
  • D. Chumphon Pier
    Chumphon Pier is a coastal transport hub in Thailand that serves as a major departure point for ferries and boats to nearby Gulf of Thailand islands such as Koh Tao.
  • E. 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.
  • 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: Laem Chabang Port
Triple: [Chonburi Province, containsPort, Laem Chabang Port]
Generated description
Laem Chabang Port is Thailand’s largest deep-sea commercial port and a major maritime hub for container shipping in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laem Chabang Port
Target entity description: Laem Chabang Port is Thailand’s largest deep-sea commercial port and a major maritime hub for container shipping in Southeast Asia.
  • A. Bangkok Port
    Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
  • B. Sattahip Commercial Port
    Sattahip Commercial Port is a major deep-sea port in Thailand that supports both commercial maritime trade and naval operations on the country’s eastern seaboard.
  • C. 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.
  • D. Chumphon Pier
    Chumphon Pier is a coastal transport hub in Thailand that serves as a major departure point for ferries and boats to nearby Gulf of Thailand islands such as Koh Tao.
  • E. 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.
  • 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb610905c81909d669265c92021a5 completed April 2, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d22911a9ac81909caa2afb30e4860b completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d22ad44b748190a774a2b2f8d5fabf completed April 5, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69d22b37ce8481909a52a144605d44a4 completed April 5, 2026, 9:28 a.m.
Created at: March 30, 2026, 8:44 p.m.