Triple

T7676764
Position Surface form Disambiguated ID Type / Status
Subject Western Thailand E173879 entity
Predicate contains P35 FINISHED
Object Phetchaburi Province
Phetchaburi Province is a coastal province in western Thailand known for its historic temples, royal palaces, and national parks along the Gulf of Thailand.
 E692005 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: Phetchaburi Province | Statement: [Western Thailand, contains, Phetchaburi Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phetchaburi Province
Context triple: [Western Thailand, contains, Phetchaburi Province]
  • A. Ratchaburi Province
    Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
  • B. 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.
  • C. 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.
  • D. Nakhon Si Thammarat Province
    Nakhon Si Thammarat Province is a historically significant province in southern Thailand, known for its ancient temples, cultural heritage, and coastal landscapes along the Gulf of Thailand.
  • E. Chachoengsao Province
    Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
  • 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: Phetchaburi Province
Triple: [Western Thailand, contains, Phetchaburi Province]
Generated description
Phetchaburi Province is a coastal province in western Thailand known for its historic temples, royal palaces, and national parks along the Gulf of Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Phetchaburi Province
Target entity description: Phetchaburi Province is a coastal province in western Thailand known for its historic temples, royal palaces, and national parks along the Gulf of Thailand.
  • A. Ratchaburi Province
    Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
  • B. 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.
  • C. 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.
  • D. Nakhon Si Thammarat Province
    Nakhon Si Thammarat Province is a historically significant province in southern Thailand, known for its ancient temples, cultural heritage, and coastal landscapes along the Gulf of Thailand.
  • E. Chachoengsao Province
    Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701fbb4788190adf1e2d39be358c1 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9cd7f9b2c81908a1f77a9cc37a0be completed March 30, 2026, 1:10 a.m.
NEDg Description generation batch_69c9ce2791d88190bc48f237e134e7a9 completed March 30, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_69c9ce745fdc8190843c4d48722fb263 completed March 30, 2026, 1:14 a.m.
Created at: March 27, 2026, 4:01 p.m.