Triple

T23201487
Position Surface form Disambiguated ID Type / Status
Subject Amphoe Mueang Krabi E580323 entity
Predicate contains P35 FINISHED
Object Pak Nam subdistrict
Pak Nam subdistrict is an administrative area within Mueang Krabi District in Krabi Province, southern Thailand, encompassing parts of the provincial capital and surrounding communities.
E1575484 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: Pak Nam subdistrict | Statement: [Amphoe Mueang Krabi, contains, Pak Nam subdistrict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pak Nam subdistrict
Context triple: [Amphoe Mueang Krabi, contains, Pak Nam subdistrict]
  • A. Lugu Subdistrict
    Lugu Subdistrict is an urban administrative division within Changsha, Hunan Province, known for its role in the development of the local high-tech and industrial zones.
  • B. Nanwan Subdistrict
    Nanwan Subdistrict is an urban administrative division within Longgang District of Shenzhen, Guangdong Province, China.
  • C. Dahua Subdistrict
    Dahua Subdistrict is an urban administrative division located within Baoshan District in Shanghai, China.
  • D. Baolong Subdistrict
    Baolong Subdistrict is an urban administrative area within Shenzhen, China, known for its role in the high-tech and industrial development of Longgang District.
  • E. Xili Subdistrict
    Xili Subdistrict is an urban administrative area in Nanshan District of Shenzhen, China, known for its residential communities, educational institutions, and proximity to major technology and industrial zones.
  • 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: Pak Nam subdistrict
Triple: [Amphoe Mueang Krabi, contains, Pak Nam subdistrict]
Generated description
Pak Nam subdistrict is an administrative area within Mueang Krabi District in Krabi Province, southern Thailand, encompassing parts of the provincial capital and surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pak Nam subdistrict
Target entity description: Pak Nam subdistrict is an administrative area within Mueang Krabi District in Krabi Province, southern Thailand, encompassing parts of the provincial capital and surrounding communities.
  • A. Lugu Subdistrict
    Lugu Subdistrict is an urban administrative division within Changsha, Hunan Province, known for its role in the development of the local high-tech and industrial zones.
  • B. Nanwan Subdistrict
    Nanwan Subdistrict is an urban administrative division within Longgang District of Shenzhen, Guangdong Province, China.
  • C. Dahua Subdistrict
    Dahua Subdistrict is an urban administrative division located within Baoshan District in Shanghai, China.
  • D. Baolong Subdistrict
    Baolong Subdistrict is an urban administrative area within Shenzhen, China, known for its role in the high-tech and industrial development of Longgang District.
  • E. Xili Subdistrict
    Xili Subdistrict is an urban administrative area in Nanshan District of Shenzhen, China, known for its residential communities, educational institutions, and proximity to major technology and industrial zones.
  • 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_6a0c30c0ca108190bde7fe9fba83d732 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c330135cc8190b5a0e512bda6277d completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c375dd5a4819097a80ae43a1c4442 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:06 p.m.