Triple
T11315334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nonthaburi Province |
E267950
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
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.
|
E921183
|
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: Bang Bua Thong District | Statement: [Nonthaburi Province, hasDistrict, Bang Bua Thong District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bang Bua Thong District Context triple: [Nonthaburi Province, hasDistrict, Bang Bua Thong District]
-
A.
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.
-
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.
Ban Phraek District
Ban Phraek District is an administrative district (amphoe) in central Thailand known for its rural communities within Ayutthaya Province.
-
D.
Phop Phra District
Phop Phra District is a rural administrative district in western Thailand known for its agricultural landscape and location along the border with Myanmar in Tak Province.
-
E.
Khun Yuam District
Khun Yuam District is an administrative district in northern Thailand known for its mountainous landscapes and location within Mae Hong Son 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: Bang Bua Thong District Triple: [Nonthaburi Province, hasDistrict, Bang Bua Thong District]
Generated description
Bang Bua Thong District is an administrative district in central Thailand that forms part of the rapidly urbanizing suburban area northwest of Bangkok.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bang Bua Thong District Target entity description: Bang Bua Thong District is an administrative district in central Thailand that forms part of the rapidly urbanizing suburban area northwest of Bangkok.
-
A.
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.
-
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.
Ban Phraek District
Ban Phraek District is an administrative district (amphoe) in central Thailand known for its rural communities within Ayutthaya Province.
-
D.
Phop Phra District
Phop Phra District is a rural administrative district in western Thailand known for its agricultural landscape and location along the border with Myanmar in Tak Province.
-
E.
Khun Yuam District
Khun Yuam District is an administrative district in northern Thailand known for its mountainous landscapes and location within Mae Hong Son 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_69d6aaca5c24819083db46a30d86cb34 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9c2c7b081909af8acebc8aa93aa |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5563dc9c881908d17a061e6071d2c |
completed | April 19, 2026, 10:25 p.m. |
| NEDg | Description generation | batch_69e562bb085c8190942766d12d838798 |
completed | April 19, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e569f0e6948190b285ca84aca03771 |
completed | April 19, 2026, 11:49 p.m. |
Created at: April 8, 2026, 9:32 p.m.