Triple

T11618595
Position Surface form Disambiguated ID Type / Status
Subject Pa Sak River E275574 entity
Predicate flowsThrough P225 FINISHED
Object Loei Province
Loei Province is a mountainous and sparsely populated province in northeastern Thailand, known for its cool climate, misty peaks, and scenic national parks.
 E957510 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: Loei Province | Statement: [Pa Sak River, flowsThrough, Loei Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loei Province
Context triple: [Pa Sak River, flowsThrough, Loei Province]
  • A. Phrae province
    Phrae province is a largely rural, historically rich region in northern Thailand known for its well-preserved teakwood architecture, quiet charm, and traditional Lanna culture.
  • B. 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.
  • C. Buriram Province
    Buriram Province is a northeastern region of Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
  • D. Phetchabun province
    Phetchabun province is a largely mountainous region in north-central Thailand known for its cool climate, national parks, and agricultural production, especially cabbage and tamarind.
  • E. 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.
  • 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: Loei Province
Triple: [Pa Sak River, flowsThrough, Loei Province]
Generated description
Loei Province is a mountainous and sparsely populated province in northeastern Thailand, known for its cool climate, misty peaks, and scenic national parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loei Province
Target entity description: Loei Province is a mountainous and sparsely populated province in northeastern Thailand, known for its cool climate, misty peaks, and scenic national parks.
  • A. Phrae province
    Phrae province is a largely rural, historically rich region in northern Thailand known for its well-preserved teakwood architecture, quiet charm, and traditional Lanna culture.
  • B. 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.
  • C. Buriram Province
    Buriram Province is a northeastern region of Thailand known for its rich Khmer heritage, historical temples, and passionate football culture.
  • D. Phetchabun province
    Phetchabun province is a largely mountainous region in north-central Thailand known for its cool climate, national parks, and agricultural production, especially cabbage and tamarind.
  • E. 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.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a047758081908191c1d564409d9a completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4711f37988190b496640c32c5bc16 completed May 1, 2026, 9:23 a.m.
NEDg Description generation batch_69f47b755f808190acb2fb31473d2405 completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47d8bbae8819088d48b300291ef74 completed May 1, 2026, 10:16 a.m.
Created at: April 8, 2026, 9:38 p.m.