Triple

T13047205
Position Surface form Disambiguated ID Type / Status
Subject Northeastern Thailand E327355 entity
Predicate containsProvince P11085 FINISHED
Object Maha Sarakham province
Maha Sarakham province is a largely rural region in Thailand’s Isan area, known for its educational institutions and traditional northeastern culture.
E1088147 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: Maha Sarakham province | Statement: [Northeastern Thailand, containsProvince, Maha Sarakham province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maha Sarakham province
Context triple: [Northeastern Thailand, containsProvince, Maha Sarakham province]
  • A. 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.
  • B. Houaphanh Province
    Houaphanh Province is a remote, mountainous region in northeastern Laos known for its rugged landscapes, ethnic diversity, and historical significance as a Pathet Lao stronghold.
  • C. 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.
  • D. Salavan Province
    Salavan Province is a largely rural region in southern Laos known for its ethnic diversity, coffee-growing Bolaven Plateau, and proximity to the Vietnamese border.
  • E. Nong Khai Province
    Nong Khai Province is a northeastern Thai province along the Mekong River, known as a key gateway for trade and travel between Thailand and Laos.
  • 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: Maha Sarakham province
Triple: [Northeastern Thailand, containsProvince, Maha Sarakham province]
Generated description
Maha Sarakham province is a largely rural region in Thailand’s Isan area, known for its educational institutions and traditional northeastern culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maha Sarakham province
Target entity description: Maha Sarakham province is a largely rural region in Thailand’s Isan area, known for its educational institutions and traditional northeastern culture.
  • A. 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.
  • B. Houaphanh Province
    Houaphanh Province is a remote, mountainous region in northeastern Laos known for its rugged landscapes, ethnic diversity, and historical significance as a Pathet Lao stronghold.
  • C. 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.
  • D. Salavan Province
    Salavan Province is a largely rural region in southern Laos known for its ethnic diversity, coffee-growing Bolaven Plateau, and proximity to the Vietnamese border.
  • E. Nong Khai Province
    Nong Khai Province is a northeastern Thai province along the Mekong River, known as a key gateway for trade and travel between Thailand and Laos.
  • 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_69fd27f0e59c8190b40213e999c75feb completed May 8, 2026, 12:01 a.m.
NEDg Description generation batch_69fd2b2363f881909e04edd850166dd5 completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2cf1a1248190a97644dadf1717bc completed May 8, 2026, 12:23 a.m.
Created at: April 9, 2026, 8:57 p.m.