Triple

T7490451
Position Surface form Disambiguated ID Type / Status
Subject Northern Thailand E176992 entity
Predicate majorCity P316 FINISHED
Object Phayao
Phayao is a provincial town in northern Thailand known for its scenic lakeside setting on Kwan Phayao and its relaxed, small-city atmosphere.
 E676502 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: Phayao | Statement: [Northern Thailand, majorCity, Phayao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phayao
Context triple: [Northern Thailand, majorCity, Phayao]
  • A. Lampang
    Lampang is a historic provincial city in northern Thailand known for its well-preserved Lanna architecture, horse-drawn carriages, and important Buddhist temples.
  • B. 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.
  • C. Chiang Rai
    Chiang Rai is a culturally rich city in far northern Thailand, known for its temples, hill-tribe communities, and role as a gateway to the Golden Triangle region.
  • D. Lamphun
    Lamphun is a historic provincial capital in northern Thailand, known for its ancient Hariphunchai kingdom heritage and well-preserved temples.
  • E. Phitsanulok
    Phitsanulok is a historic provincial city in northern Thailand known as a regional transport hub and home to the revered Wat Phra Si Rattana Mahathat temple.
  • 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: Phayao
Triple: [Northern Thailand, majorCity, Phayao]
Generated description
Phayao is a provincial town in northern Thailand known for its scenic lakeside setting on Kwan Phayao and its relaxed, small-city atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Phayao
Target entity description: Phayao is a provincial town in northern Thailand known for its scenic lakeside setting on Kwan Phayao and its relaxed, small-city atmosphere.
  • A. Lampang
    Lampang is a historic provincial city in northern Thailand known for its well-preserved Lanna architecture, horse-drawn carriages, and important Buddhist temples.
  • B. 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.
  • C. Chiang Rai
    Chiang Rai is a culturally rich city in far northern Thailand, known for its temples, hill-tribe communities, and role as a gateway to the Golden Triangle region.
  • D. Lamphun
    Lamphun is a historic provincial capital in northern Thailand, known for its ancient Hariphunchai kingdom heritage and well-preserved temples.
  • E. Phitsanulok
    Phitsanulok is a historic provincial city in northern Thailand known as a regional transport hub and home to the revered Wat Phra Si Rattana Mahathat temple.
  • 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_69c8682f438c8190bca55f7773fe6838 completed March 28, 2026, 11:45 p.m.
NEDg Description generation batch_69c868edf84c8190a6fefce18fc606e1 completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c869c54ad08190ba42231080d0e9f3 completed March 28, 2026, 11:52 p.m.
Created at: March 27, 2026, 3:43 p.m.