Triple

T7732512
Position Surface form Disambiguated ID Type / Status
Subject Mun River E175295 entity
Predicate sourceProvince P69588 FINISHED
Object Nakhon Ratchasima Province
Nakhon Ratchasima Province is a large northeastern province of Thailand, often considered the gateway to the Isan region and known for its mix of urban centers, historical sites, and national parks.
 E692301 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: Nakhon Ratchasima Province | Statement: [Mun River, sourceProvince, Nakhon Ratchasima Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nakhon Ratchasima Province
Context triple: [Mun River, sourceProvince, Nakhon Ratchasima Province]
  • A. Ubon Ratchathani Province
    Ubon Ratchathani Province is a large province in northeastern Thailand known for its location along the Mekong River, rich Isan culture, and important Buddhist temples and festivals.
  • B. 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.
  • C. Nakhon Sawan Province
    Nakhon Sawan Province is a central Thai province known as a key regional hub where major rivers converge and agriculture and trade are prominent.
  • D. 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.
  • E. 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.
  • 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: Nakhon Ratchasima Province
Triple: [Mun River, sourceProvince, Nakhon Ratchasima Province]
Generated description
Nakhon Ratchasima Province is a large northeastern province of Thailand, often considered the gateway to the Isan region and known for its mix of urban centers, historical sites, and national parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nakhon Ratchasima Province
Target entity description: Nakhon Ratchasima Province is a large northeastern province of Thailand, often considered the gateway to the Isan region and known for its mix of urban centers, historical sites, and national parks.
  • A. Ubon Ratchathani Province
    Ubon Ratchathani Province is a large province in northeastern Thailand known for its location along the Mekong River, rich Isan culture, and important Buddhist temples and festivals.
  • B. 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.
  • C. Nakhon Sawan Province
    Nakhon Sawan Province is a central Thai province known as a key regional hub where major rivers converge and agriculture and trade are prominent.
  • D. 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.
  • E. 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.
  • 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_69c6995e912c81909a49a2657103f786 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7033863d881909451a4f9675021a3 completed March 27, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ca0115d9bc81909be146c495daa77f completed March 30, 2026, 4:50 a.m.
NEDg Description generation batch_69ca021f5d30819080fad253d9d241ba completed March 30, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ca02d042988190b4d5407b350a5b11 completed March 30, 2026, 4:57 a.m.
Created at: March 27, 2026, 4:06 p.m.