Triple

T7490472
Position Surface form Disambiguated ID Type / Status
Subject Northern Thailand E176992 entity
Predicate hasProvince P285 FINISHED
Object 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.
E689178 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: Phetchabun province | Statement: [Northern Thailand, hasProvince, Phetchabun province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phetchabun province
Context triple: [Northern Thailand, hasProvince, Phetchabun 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. Phitsanulok province
    Phitsanulok province is a historically significant and agriculturally rich province in lower northern Thailand, known as a regional transport hub and gateway between the north and central regions.
  • C. 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.
  • D. Suphan Buri Province
    Suphan Buri Province is a central Thai province known for its fertile rice-growing plains, historical significance dating back to ancient kingdoms, and proximity to major waterways and the Chao Phraya basin.
  • E. 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.
  • 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: Phetchabun province
Triple: [Northern Thailand, hasProvince, Phetchabun province]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phetchabun province
Target entity description: 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.
  • 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. Phitsanulok province
    Phitsanulok province is a historically significant and agriculturally rich province in lower northern Thailand, known as a regional transport hub and gateway between the north and central regions.
  • C. 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.
  • D. Suphan Buri Province
    Suphan Buri Province is a central Thai province known for its fertile rice-growing plains, historical significance dating back to ancient kingdoms, and proximity to major waterways and the Chao Phraya basin.
  • E. 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.
  • 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_69c8f30833588190a7217fdf160f2d49 completed March 29, 2026, 9:38 a.m.
NEDg Description generation batch_69c8f392edd8819089852a9fd71cc970 completed March 29, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69c8f48bdf1c8190aab34120be7b08e1 completed March 29, 2026, 9:44 a.m.
Created at: March 27, 2026, 3:43 p.m.