Triple
T12440322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phra Nakhon District |
E297251
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Samphanthawong District
Samphanthawong District is a central Bangkok district best known for encompassing the city’s historic Chinatown area, a major cultural and commercial hub.
|
E1010938
|
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: Samphanthawong District | Statement: [Phra Nakhon District, borders, Samphanthawong District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samphanthawong District Context triple: [Phra Nakhon District, borders, Samphanthawong 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.
Bang Sao Thong District
Bang Sao Thong District is an administrative district in central Thailand known for its location within the Bangkok Metropolitan Region and its mix of industrial estates and residential communities.
-
C.
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.
-
D.
Uthai District
Uthai District is an administrative district (amphoe) in central Thailand known for its location within Ayutthaya Province and its mix of rural communities and growing suburban areas.
-
E.
Huai Khwang District
Huai Khwang District is a central district of Bangkok, Thailand, known for its vibrant nightlife, entertainment venues, and diverse urban communities.
- 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: Samphanthawong District Triple: [Phra Nakhon District, borders, Samphanthawong District]
Generated description
Samphanthawong District is a central Bangkok district best known for encompassing the city’s historic Chinatown area, a major cultural and commercial hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samphanthawong District Target entity description: Samphanthawong District is a central Bangkok district best known for encompassing the city’s historic Chinatown area, a major cultural and commercial hub.
-
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.
Bang Sao Thong District
Bang Sao Thong District is an administrative district in central Thailand known for its location within the Bangkok Metropolitan Region and its mix of industrial estates and residential communities.
-
C.
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.
-
D.
Uthai District
Uthai District is an administrative district (amphoe) in central Thailand known for its location within Ayutthaya Province and its mix of rural communities and growing suburban areas.
-
E.
Huai Khwang District
Huai Khwang District is a central district of Bangkok, Thailand, known for its vibrant nightlife, entertainment venues, and diverse urban communities.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8ecb6c8190a19cbf9de31cabbd |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af41f6b88190ba3a0b4d531853d7 |
completed | May 3, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69f6b0653ef88190ad0e3a48675ecdcc |
completed | May 3, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1aa191081908266128776a2147a |
completed | May 3, 2026, 2:23 a.m. |
Created at: April 8, 2026, 9:55 p.m.