Triple
T23201482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amphoe Mueang Krabi |
E580323
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Nuea Khlong District
Nuea Khlong District is an administrative district in Krabi Province in southern Thailand, known for its coastal location along the Andaman Sea and proximity to Krabi town.
|
E1575481
|
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: Nuea Khlong District | Statement: [Amphoe Mueang Krabi, borders, Nuea Khlong District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nuea Khlong District Context triple: [Amphoe Mueang Krabi, borders, Nuea Khlong District]
-
A.
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.
-
B.
Phra Pradaeng District
Phra Pradaeng District is a historically significant and largely green suburban district of the Bangkok metropolitan area in central Thailand, known for its preserved canals, orchards, and traditional communities.
-
C.
Ban Phraek District
Ban Phraek District is an administrative district (amphoe) in central Thailand known for its rural communities within Ayutthaya Province.
-
D.
Bang Phli District
Bang Phli District is an administrative district in central Thailand known for its historic floating market and proximity to Bangkok and Suvarnabhumi Airport.
-
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: Nuea Khlong District Triple: [Amphoe Mueang Krabi, borders, Nuea Khlong District]
Generated description
Nuea Khlong District is an administrative district in Krabi Province in southern Thailand, known for its coastal location along the Andaman Sea and proximity to Krabi town.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nuea Khlong District Target entity description: Nuea Khlong District is an administrative district in Krabi Province in southern Thailand, known for its coastal location along the Andaman Sea and proximity to Krabi town.
-
A.
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.
-
B.
Phra Pradaeng District
Phra Pradaeng District is a historically significant and largely green suburban district of the Bangkok metropolitan area in central Thailand, known for its preserved canals, orchards, and traditional communities.
-
C.
Ban Phraek District
Ban Phraek District is an administrative district (amphoe) in central Thailand known for its rural communities within Ayutthaya Province.
-
D.
Bang Phli District
Bang Phli District is an administrative district in central Thailand known for its historic floating market and proximity to Bangkok and Suvarnabhumi Airport.
-
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_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.