Triple

T7559739
Position Surface form Disambiguated ID Type / Status
Subject Eastern Seaboard of Thailand E178763 entity
Predicate hasPort P35 FINISHED
Object 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.
E675259 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: Map Ta Phut Port | Statement: [Eastern Seaboard of Thailand, hasPort, Map Ta Phut Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Map Ta Phut Port
Context triple: [Eastern Seaboard of Thailand, hasPort, Map Ta Phut Port]
  • A. Bangkok Port
    Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
  • B. 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.
  • C. 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.
  • D. Okha Port
    Okha Port is a coastal port town in the Indian state of Gujarat, serving as a key maritime hub and gateway to nearby islands and trade routes in the Arabian Sea.
  • E. Kalabahi Port
    Kalabahi Port is the main seaport and maritime gateway serving the island and regency of Alor in East Nusa Tenggara, Indonesia.
  • 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: Map Ta Phut Port
Triple: [Eastern Seaboard of Thailand, hasPort, Map Ta Phut Port]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Map Ta Phut Port
Target entity description: 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.
  • A. Bangkok Port
    Bangkok Port is a major seaport and logistics hub serving Thailand’s capital city and central region.
  • B. 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.
  • C. 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.
  • D. Okha Port
    Okha Port is a coastal port town in the Indian state of Gujarat, serving as a key maritime hub and gateway to nearby islands and trade routes in the Arabian Sea.
  • E. Kalabahi Port
    Kalabahi Port is the main seaport and maritime gateway serving the island and regency of Alor in East Nusa Tenggara, Indonesia.
  • 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_69c861579b048190a67f33cb87791e8b completed March 28, 2026, 11:16 p.m.
NEDg Description generation batch_69c862b3cb3881908e6ecfa9bae7d044 completed March 28, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_69c86358a60c81909d7b313a72ba3130 completed March 28, 2026, 11:25 p.m.
Created at: March 27, 2026, 3:50 p.m.