Triple

T23201493
Position Surface form Disambiguated ID Type / Status
Subject Amphoe Mueang Krabi E580323 entity
Predicate contains P35 FINISHED
Object Khao Thong subdistrict
Khao Thong subdistrict is a local administrative area within Mueang Krabi District in Krabi Province, southern Thailand, known for its coastal and rural landscapes.
 E1577395 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: Khao Thong subdistrict | Statement: [Amphoe Mueang Krabi, contains, Khao Thong subdistrict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khao Thong subdistrict
Context triple: [Amphoe Mueang Krabi, contains, Khao Thong subdistrict]
  • A. Nong Thale subdistrict
    Nong Thale subdistrict is a local administrative area in Krabi Province, Thailand, known for its coastal scenery and proximity to popular tourist destinations.
  • B. Chom Thong District
    Chom Thong District is an administrative district in northern Thailand known for its proximity to Doi Inthanon, the country’s highest mountain.
  • C. Sawaeng Ha District
    Sawaeng Ha District is an administrative district (amphoe) in central Thailand, located within Ang Thong Province.
  • D. Bang Bua Thong District
    Bang Bua Thong District is an administrative district in central Thailand that forms part of the rapidly urbanizing suburban area northwest of Bangkok.
  • E. Ban Phraek District
    Ban Phraek District is an administrative district (amphoe) in central Thailand known for its rural communities within Ayutthaya Province.
  • 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: Khao Thong subdistrict
Triple: [Amphoe Mueang Krabi, contains, Khao Thong subdistrict]
Generated description
Khao Thong subdistrict is a local administrative area within Mueang Krabi District in Krabi Province, southern Thailand, known for its coastal and rural landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khao Thong subdistrict
Target entity description: Khao Thong subdistrict is a local administrative area within Mueang Krabi District in Krabi Province, southern Thailand, known for its coastal and rural landscapes.
  • A. Nong Thale subdistrict
    Nong Thale subdistrict is a local administrative area in Krabi Province, Thailand, known for its coastal scenery and proximity to popular tourist destinations.
  • B. Chom Thong District
    Chom Thong District is an administrative district in northern Thailand known for its proximity to Doi Inthanon, the country’s highest mountain.
  • C. Sawaeng Ha District
    Sawaeng Ha District is an administrative district (amphoe) in central Thailand, located within Ang Thong Province.
  • D. Bang Bua Thong District
    Bang Bua Thong District is an administrative district in central Thailand that forms part of the rapidly urbanizing suburban area northwest of Bangkok.
  • E. Ban Phraek District
    Ban Phraek District is an administrative district (amphoe) in central Thailand known for its rural communities within Ayutthaya Province.
  • 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_69e24602ae1481908aaa6bc7ca493867 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f19079c44881909e8677921b08b931 completed April 29, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f4bc9748190b1ab818a5171d03e completed May 19, 2026, 10:45 a.m.
NEDg Description generation batch_6a0c4043d00481908f8d72d80c8ec692 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40d700188190a34ad429ec84e710 completed May 19, 2026, 10:52 a.m.
Created at: April 17, 2026, 4:06 p.m.