Triple

T7490464
Position Surface form Disambiguated ID Type / Status
Subject Northern Thailand E176992 entity
Predicate hasProvince P285 FINISHED
Object Nan province
Nan province is a mountainous, sparsely populated region of northern Thailand known for its remote river valleys, traditional Tai Lue culture, and forested national parks along the Lao border.
 E685299 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: Nan province | Statement: [Northern Thailand, hasProvince, Nan province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nan province
Context triple: [Northern Thailand, hasProvince, Nan province]
  • A. Ranong province
    Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
  • B. Satun province
    Satun province is a coastal province in southern Thailand known for its tranquil islands, marine national parks, and cultural ties to Malaysia.
  • C. Suphan Buri Province
    Suphan Buri Province is a central Thai province known for its fertile rice-growing plains, historical significance dating back to ancient kingdoms, and proximity to major waterways and the Chao Phraya basin.
  • 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. Chonburi Province
    Chonburi Province is a coastal region in eastern Thailand known for its major tourist destinations, industrial zones, and proximity to Bangkok.
  • 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: Nan province
Triple: [Northern Thailand, hasProvince, Nan province]
Generated description
Nan province is a mountainous, sparsely populated region of northern Thailand known for its remote river valleys, traditional Tai Lue culture, and forested national parks along the Lao border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nan province
Target entity description: Nan province is a mountainous, sparsely populated region of northern Thailand known for its remote river valleys, traditional Tai Lue culture, and forested national parks along the Lao border.
  • A. Ranong province
    Ranong province is a coastal province in southern Thailand known for its mountainous rainforest terrain, high rainfall, and location along the Andaman Sea near the Myanmar border.
  • B. Satun province
    Satun province is a coastal province in southern Thailand known for its tranquil islands, marine national parks, and cultural ties to Malaysia.
  • C. Suphan Buri Province
    Suphan Buri Province is a central Thai province known for its fertile rice-growing plains, historical significance dating back to ancient kingdoms, and proximity to major waterways and the Chao Phraya basin.
  • 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. Chonburi Province
    Chonburi Province is a coastal region in eastern Thailand known for its major tourist destinations, industrial zones, and proximity to Bangkok.
  • 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_69c69f2583808190bd1a4936c42a5815 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f55bdb3481908653b46eafba011d completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8be148dc881909f15e6457f11c775 completed March 29, 2026, 5:52 a.m.
NEDg Description generation batch_69c8bedc0b1c8190a0f88b1863aa9dcc completed March 29, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69c8bf3200f8819083f0a38cb03491a8 completed March 29, 2026, 5:57 a.m.
Created at: March 27, 2026, 3:43 p.m.