Triple

T23201497
Position Surface form Disambiguated ID Type / Status
Subject Amphoe Mueang Krabi E580323 entity
Predicate contains P35 FINISHED
Object Nong Thung subdistrict
Nong Thung subdistrict is a local administrative area within Krabi’s main district in southern Thailand, known for its rural communities and proximity to the province’s coastal and tourist regions.
 E1584017 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: Nong Thung subdistrict | Statement: [Amphoe Mueang Krabi, contains, Nong Thung subdistrict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nong Thung subdistrict
Context triple: [Amphoe Mueang Krabi, contains, Nong Thung 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. 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.
  • C. Thap Prik subdistrict
    Thap Prik subdistrict is a local administrative area in Krabi Province, southern Thailand, known for its rural communities and proximity to the provincial capital.
  • D. Dahua Subdistrict
    Dahua Subdistrict is an urban administrative division located within Baoshan District in Shanghai, China.
  • E. 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.
  • 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: Nong Thung subdistrict
Triple: [Amphoe Mueang Krabi, contains, Nong Thung subdistrict]
Generated description
Nong Thung subdistrict is a local administrative area within Krabi’s main district in southern Thailand, known for its rural communities and proximity to the province’s coastal and tourist regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nong Thung subdistrict
Target entity description: Nong Thung subdistrict is a local administrative area within Krabi’s main district in southern Thailand, known for its rural communities and proximity to the province’s coastal and tourist regions.
  • 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. 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.
  • C. Thap Prik subdistrict
    Thap Prik subdistrict is a local administrative area in Krabi Province, southern Thailand, known for its rural communities and proximity to the provincial capital.
  • D. Dahua Subdistrict
    Dahua Subdistrict is an urban administrative division located within Baoshan District in Shanghai, China.
  • E. 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.
  • 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_6a0c5db374b48190a1cc14af0ec0f479 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c60d3222c8190a67851d211231d9a completed May 19, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_6a0c615bbce8819086cdb1993b952d9a completed May 19, 2026, 1:10 p.m.
Created at: April 17, 2026, 4:06 p.m.