Triple

T4535136
Position Surface form Disambiguated ID Type / Status
Subject Nam Ngum River E107389 entity
Predicate flowsThrough P225 FINISHED
Object Bolikhamsai Province
Bolikhamsai Province is a central region of Laos known for its forested mountains, river valleys, and role as a key transit and hydropower area between the country’s north and south.
E451341 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: Bolikhamsai Province | Statement: [Nam Ngum River, flowsThrough, Bolikhamsai Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bolikhamsai Province
Context triple: [Nam Ngum River, flowsThrough, Bolikhamsai Province]
  • A. 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.
  • B. Oudomxay Province
    Oudomxay Province is a mountainous region in northern Laos known for its ethnic diversity, forested landscapes, and role as a transport and trade hub between China and other parts of the country.
  • 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. Mae Hong Son Province
    Mae Hong Son Province is a mountainous, remote region in northern Thailand known for its significant Karen population, misty landscapes, and forested border with Myanmar.
  • E. Ang Thong Province
    Ang Thong Province is a small, predominantly agricultural province in central Thailand known for its rice fields, traditional handicrafts, and important Buddhist temples.
  • 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: Bolikhamsai Province
Triple: [Nam Ngum River, flowsThrough, Bolikhamsai Province]
Generated description
Bolikhamsai Province is a central region of Laos known for its forested mountains, river valleys, and role as a key transit and hydropower area between the country’s north and south.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bolikhamsai Province
Target entity description: Bolikhamsai Province is a central region of Laos known for its forested mountains, river valleys, and role as a key transit and hydropower area between the country’s north and south.
  • A. 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.
  • B. Oudomxay Province
    Oudomxay Province is a mountainous region in northern Laos known for its ethnic diversity, forested landscapes, and role as a transport and trade hub between China and other parts of the country.
  • 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. Mae Hong Son Province
    Mae Hong Son Province is a mountainous, remote region in northern Thailand known for its significant Karen population, misty landscapes, and forested border with Myanmar.
  • E. Ang Thong Province
    Ang Thong Province is a small, predominantly agricultural province in central Thailand known for its rice fields, traditional handicrafts, and important Buddhist temples.
  • 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_69bd43f922788190b7edfa294e39b178 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57a2301c8190aa59280a16750156 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb9193e2481908901b9b4eb307da8 completed March 20, 2026, 9:16 p.m.
NEDg Description generation batch_69bdbd52e1d0819090b8f64f31766479 completed March 20, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69bdbda5fd588190b277d5e75a16b689 completed March 20, 2026, 9:35 p.m.
Created at: March 20, 2026, 1:04 p.m.