Triple

T13047217
Position Surface form Disambiguated ID Type / Status
Subject Northeastern Thailand E327355 entity
Predicate containsProvince P11085 FINISHED
Object Nakhon Phanom province
Nakhon Phanom province is a largely rural Thai province along the Mekong River, known for its scenic riverfront, diverse ethnic cultures, and historical significance as a former Indochina border outpost.
E1109083 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 Phanom province | Statement: [Northeastern Thailand, containsProvince, Nakhon Phanom province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nakhon Phanom province
Context triple: [Northeastern Thailand, containsProvince, Nakhon Phanom province]
  • A. 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.
  • B. Kamphaeng Phet province
    Kamphaeng Phet province is a historic region of Thailand known for its ancient city ruins, part of the Sukhothai World Heritage complex, and its largely rural, agricultural landscape.
  • C. Nong Bua Lamphu province
    Nong Bua Lamphu province is a small, landlocked province in northeastern Thailand known for its rural landscapes, agriculture, and historical and natural attractions.
  • D. 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.
  • E. Chaiyaphum province
    Chaiyaphum province is a largely rural region of northeastern Thailand known for its mountainous landscapes, national parks, and seasonal fields of blooming Siam tulips.
  • 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 Phanom province
Triple: [Northeastern Thailand, containsProvince, Nakhon Phanom province]
Generated description
Nakhon Phanom province is a largely rural Thai province along the Mekong River, known for its scenic riverfront, diverse ethnic cultures, and historical significance as a former Indochina border outpost.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nakhon Phanom province
Target entity description: Nakhon Phanom province is a largely rural Thai province along the Mekong River, known for its scenic riverfront, diverse ethnic cultures, and historical significance as a former Indochina border outpost.
  • A. 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.
  • B. Kamphaeng Phet province
    Kamphaeng Phet province is a historic region of Thailand known for its ancient city ruins, part of the Sukhothai World Heritage complex, and its largely rural, agricultural landscape.
  • C. Nong Bua Lamphu province
    Nong Bua Lamphu province is a small, landlocked province in northeastern Thailand known for its rural landscapes, agriculture, and historical and natural attractions.
  • D. 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.
  • E. Chaiyaphum province
    Chaiyaphum province is a largely rural region of northeastern Thailand known for its mountainous landscapes, national parks, and seasonal fields of blooming Siam tulips.
  • 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_69fd9495b9748190905b02621939b326 completed May 8, 2026, 7:45 a.m.
NEDg Description generation batch_69fd9619f33881908e8d95ef09256d34 completed May 8, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69fd96e97ec48190aae9b25ce7154802 completed May 8, 2026, 7:55 a.m.
Created at: April 9, 2026, 8:57 p.m.