Triple
T12575194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BMA |
E300187
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Bangkok districts
The Bangkok districts are the primary administrative divisions of Thailand’s capital city, each functioning as a local government unit under the Bangkok Metropolitan Administration.
|
E989793
|
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: Bangkok districts | Statement: [BMA, hasSubdivision, Bangkok districts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangkok districts Context triple: [BMA, hasSubdivision, Bangkok districts]
-
A.
Thonburi district
Thonburi district is a historic riverside area of Bangkok, Thailand, known for its traditional neighborhoods and prominent landmarks along the Chao Phraya River.
-
B.
Dusit District, Bangkok
Dusit District, Bangkok is a central administrative area of Thailand’s capital city that houses key government institutions and royal residences.
-
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.
Phra Nakhon District
Phra Nakhon District is Bangkok’s historic core, renowned for its concentration of royal, religious, and cultural landmarks, including Thailand’s most important palaces and temples.
-
E.
Pathum Wan District
Pathum Wan District is a central area of Bangkok, Thailand, known for its major shopping centers, cultural landmarks, and educational institutions.
- 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: Bangkok districts Triple: [BMA, hasSubdivision, Bangkok districts]
Generated description
The Bangkok districts are the primary administrative divisions of Thailand’s capital city, each functioning as a local government unit under the Bangkok Metropolitan Administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangkok districts Target entity description: The Bangkok districts are the primary administrative divisions of Thailand’s capital city, each functioning as a local government unit under the Bangkok Metropolitan Administration.
-
A.
Thonburi district
Thonburi district is a historic riverside area of Bangkok, Thailand, known for its traditional neighborhoods and prominent landmarks along the Chao Phraya River.
-
B.
Dusit District, Bangkok
Dusit District, Bangkok is a central administrative area of Thailand’s capital city that houses key government institutions and royal residences.
-
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.
Phra Nakhon District
Phra Nakhon District is Bangkok’s historic core, renowned for its concentration of royal, religious, and cultural landmarks, including Thailand’s most important palaces and temples.
-
E.
Pathum Wan District
Pathum Wan District is a central area of Bangkok, Thailand, known for its major shopping centers, cultural landmarks, and educational institutions.
- 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_69d7bde87b648190bcd0266e9efde098 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954a629fc8190a1c3b6777aad4527 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65597dc70819089ddc1794e9bd1b7 |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f656f812bc8190a2a691285fc30e03 |
completed | May 2, 2026, 7:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f657f1ced08190a588642c7fa5efdd |
completed | May 2, 2026, 8 p.m. |
Created at: April 9, 2026, 4:46 p.m.