Triple

T22112019
Position Surface form Disambiguated ID Type / Status
Subject Cha-am Hua Hin, Thailand E546440 entity
Predicate locatedIn P40 FINISHED
Object Phetchaburi Province NE NERFINISHED

How this triple was built (2 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: Phetchaburi Province | Statement: [Cha-am Hua Hin, Thailand, locatedIn, Phetchaburi Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phetchaburi Province
Context triple: [Cha-am Hua Hin, Thailand, locatedIn, Phetchaburi Province]
  • A. Phetchaburi Province chosen
    Phetchaburi Province is a coastal province in western Thailand known for its historic temples, royal palaces, and national parks along the Gulf of Thailand.
  • B. Ratchaburi Province
    Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
  • C. Chanthaburi Province
    Chanthaburi Province is a coastal region in eastern Thailand known for its gem markets, fruit orchards, and historic town influenced by Thai, Chinese, and French colonial heritage.
  • D. Saraburi Province
    Saraburi Province is a central Thai province known as a transportation hub and gateway to the northeastern region, featuring industrial zones, historical temples, and natural attractions.
  • E. Phatthalung province
    Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294ae7608190901745384a023bab completed April 28, 2026, 9:40 p.m.
Created at: April 16, 2026, 8:31 p.m.