Triple

T7559740
Position Surface form Disambiguated ID Type / Status
Subject Eastern Seaboard of Thailand E178763 entity
Predicate hasPort P35 FINISHED
Object 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.
E676644 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: Sattahip Commercial Port | Statement: [Eastern Seaboard of Thailand, hasPort, Sattahip Commercial Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sattahip Commercial Port
Context triple: [Eastern Seaboard of Thailand, hasPort, Sattahip Commercial Port]
  • A. Bangkok Port
    Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
  • 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. Dumaguete Port
    Dumaguete Port is a key seaport and transportation hub in Dumaguete City, Negros Oriental, Philippines, serving passenger ferries and cargo vessels connecting the city to nearby islands and regions.
  • D. 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.
  • E. 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.
  • 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: Sattahip Commercial Port
Triple: [Eastern Seaboard of Thailand, hasPort, Sattahip Commercial Port]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sattahip Commercial Port
Target entity description: 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.
  • A. Bangkok Port
    Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
  • 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. Dumaguete Port
    Dumaguete Port is a key seaport and transportation hub in Dumaguete City, Negros Oriental, Philippines, serving passenger ferries and cargo vessels connecting the city to nearby islands and regions.
  • D. 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.
  • E. 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.
  • 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8dd96488190b4cca25ae8f7f95c completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8683978b48190971b4c38fd83d3cc completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c869588d008190adc28df91a99f09f completed March 28, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69c86a1f1bfc8190b25597a030613e08 completed March 28, 2026, 11:54 p.m.
Created at: March 27, 2026, 3:50 p.m.