Triple
T23201490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amphoe Mueang Krabi |
E580323
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Ao Nang subdistrict
Ao Nang subdistrict is a coastal area in Krabi Province, Thailand, best known for its popular beach resort town and as a gateway to nearby islands and limestone cliffs.
|
E1575486
|
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: Ao Nang subdistrict | Statement: [Amphoe Mueang Krabi, contains, Ao Nang subdistrict]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ao Nang subdistrict Context triple: [Amphoe Mueang Krabi, contains, Ao Nang subdistrict]
-
A.
U-Tapao Subdistrict
U-Tapao Subdistrict is an administrative area in Rayong Province, Thailand, known for hosting the major regional U-Tapao–Rayong–Pattaya International Airport.
-
B.
Wang Noi District
Wang Noi District is an administrative district in central Thailand known for its strategic location within Ayutthaya Province and its role as a growing industrial and logistics hub.
-
C.
Bang Pa-in District
Bang Pa-in District is an administrative district in central Thailand known for housing the historic Bang Pa-in Royal Palace within Ayutthaya Province.
-
D.
Mae Sariang District
Mae Sariang District is an administrative district in northwestern Thailand known for its mountainous landscapes, riverside town, and diverse ethnic communities.
-
E.
Bang Kho Laem District
Bang Kho Laem District is a riverside urban district of Bangkok, Thailand, known for its mix of residential areas, commercial developments, and popular waterfront attractions.
- 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: Ao Nang subdistrict Triple: [Amphoe Mueang Krabi, contains, Ao Nang subdistrict]
Generated description
Ao Nang subdistrict is a coastal area in Krabi Province, Thailand, best known for its popular beach resort town and as a gateway to nearby islands and limestone cliffs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ao Nang subdistrict Target entity description: Ao Nang subdistrict is a coastal area in Krabi Province, Thailand, best known for its popular beach resort town and as a gateway to nearby islands and limestone cliffs.
-
A.
U-Tapao Subdistrict
U-Tapao Subdistrict is an administrative area in Rayong Province, Thailand, known for hosting the major regional U-Tapao–Rayong–Pattaya International Airport.
-
B.
Wang Noi District
Wang Noi District is an administrative district in central Thailand known for its strategic location within Ayutthaya Province and its role as a growing industrial and logistics hub.
-
C.
Bang Pa-in District
Bang Pa-in District is an administrative district in central Thailand known for housing the historic Bang Pa-in Royal Palace within Ayutthaya Province.
-
D.
Mae Sariang District
Mae Sariang District is an administrative district in northwestern Thailand known for its mountainous landscapes, riverside town, and diverse ethnic communities.
-
E.
Bang Kho Laem District
Bang Kho Laem District is a riverside urban district of Bangkok, Thailand, known for its mix of residential areas, commercial developments, and popular waterfront attractions.
- 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.