Triple
T11315335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nonthaburi Province |
E267950
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Bang Yai District
Bang Yai District is an administrative district in central Thailand known for its rapidly growing suburban communities within Nonthaburi Province, just 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 Yai District | Statement: [Nonthaburi Province, hasDistrict, Bang Yai District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bang Yai District Context triple: [Nonthaburi Province, hasDistrict, Bang Yai District]
-
A.
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.
-
B.
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.
-
C.
Khlong Toei District
Khlong Toei District is a central Bangkok district known for its major port facilities, dense urban neighborhoods, and one of the city’s largest informal settlement areas.
-
D.
Phaya Thai District
Phaya Thai District is a central administrative district of Bangkok, Thailand, known for its major transportation hubs, commercial areas, and dense urban development.
-
E.
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.
- 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 Yai District Triple: [Nonthaburi Province, hasDistrict, Bang Yai District]
Generated description
Bang Yai District is an administrative district in central Thailand known for its rapidly growing suburban communities within Nonthaburi Province, just northwest of Bangkok.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bang Yai District Target entity description: Bang Yai District is an administrative district in central Thailand known for its rapidly growing suburban communities within Nonthaburi Province, just northwest of Bangkok.
-
A.
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.
-
B.
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.
-
C.
Khlong Toei District
Khlong Toei District is a central Bangkok district known for its major port facilities, dense urban neighborhoods, and one of the city’s largest informal settlement areas.
-
D.
Phaya Thai District
Phaya Thai District is a central administrative district of Bangkok, Thailand, known for its major transportation hubs, commercial areas, and dense urban development.
-
E.
Bang Bua Thong District
chosen
Bang Bua Thong District is an administrative district in central Thailand that forms part of the rapidly urbanizing suburban area northwest of Bangkok.
- F. None of above.
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_69e58b4ec4ac81908d51e3815a054704 |
completed | April 20, 2026, 2:11 a.m. |
| NEDg | Description generation | batch_69e59323c5948190bc2c9512f7b0a54f |
completed | April 20, 2026, 2:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e599c53704819097c0fdbbfbbb1e87 |
completed | April 20, 2026, 3:13 a.m. |
Created at: April 8, 2026, 9:32 p.m.