Triple

T13047200
Position Surface form Disambiguated ID Type / Status
Subject Northeastern Thailand E327355 entity
Predicate containsProvince P11085 FINISHED
Object Udon Thani province
Udon Thani province is a major administrative region in northeastern Thailand known as a commercial, transportation, and cultural hub of the Isan area.
 E1077740 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: Udon Thani province | Statement: [Northeastern Thailand, containsProvince, Udon Thani province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Udon Thani province
Context triple: [Northeastern Thailand, containsProvince, Udon Thani province]
  • A. Khon Kaen province
    Khon Kaen province is a major administrative and economic hub in northeastern Thailand, known for its universities, agriculture, and growing industrial development.
  • B. 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.
  • C. Ratchaburi Province
    Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
  • D. 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.
  • E. Chainat Province
    Chainat Province is a predominantly agricultural region in central Thailand, known for its rice farming, irrigation dams, and location along major Chao Phraya River basin waterways.
  • 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: Udon Thani province
Triple: [Northeastern Thailand, containsProvince, Udon Thani province]
Generated description
Udon Thani province is a major administrative region in northeastern Thailand known as a commercial, transportation, and cultural hub of the Isan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Udon Thani province
Target entity description: Udon Thani province is a major administrative region in northeastern Thailand known as a commercial, transportation, and cultural hub of the Isan area.
  • A. Khon Kaen province
    Khon Kaen province is a major administrative and economic hub in northeastern Thailand, known for its universities, agriculture, and growing industrial development.
  • B. 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.
  • C. Ratchaburi Province
    Ratchaburi Province is a region in western Thailand known for its cultural heritage, cave temples, and traditional pottery.
  • D. 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.
  • E. Chainat Province
    Chainat Province is a predominantly agricultural region in central Thailand, known for its rice farming, irrigation dams, and location along major Chao Phraya River basin waterways.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9805125e481908ed56f708de98a9e completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb63f006c8190997c0f3cdc6efd6c completed May 7, 2026, 3:56 p.m.
NEDg Description generation batch_69fcc4734d388190b4a06799e362cfa9 completed May 7, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69fcc51f30588190bfe6efd1dc84d921 completed May 7, 2026, 5 p.m.
Created at: April 9, 2026, 8:57 p.m.