Triple
T11446679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samut Prakan Province |
E271283
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object |
Bang Phli Industrial Estate
Bang Phli Industrial Estate is a major industrial park in Thailand known for hosting a wide range of manufacturing and logistics facilities near Bangkok.
|
E926403
|
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 Phli Industrial Estate | Statement: [Samut Prakan Province, hasIndustrialZone, Bang Phli Industrial Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bang Phli Industrial Estate Context triple: [Samut Prakan Province, hasIndustrialZone, Bang Phli Industrial Estate]
-
A.
Map Ta Phut Industrial Estate
Map Ta Phut Industrial Estate is one of Thailand’s largest and most important petrochemical and heavy industrial complexes, located on the country’s Eastern Seaboard.
-
B.
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.
-
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.
Long Thanh Industrial Zone
Long Thanh Industrial Zone is a major industrial park in southern Vietnam known for hosting diverse manufacturing and export-oriented enterprises near key transport hubs.
-
E.
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.
- 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 Phli Industrial Estate Triple: [Samut Prakan Province, hasIndustrialZone, Bang Phli Industrial Estate]
Generated description
Bang Phli Industrial Estate is a major industrial park in Thailand known for hosting a wide range of manufacturing and logistics facilities near Bangkok.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bang Phli Industrial Estate Target entity description: Bang Phli Industrial Estate is a major industrial park in Thailand known for hosting a wide range of manufacturing and logistics facilities near Bangkok.
-
A.
Map Ta Phut Industrial Estate
Map Ta Phut Industrial Estate is one of Thailand’s largest and most important petrochemical and heavy industrial complexes, located on the country’s Eastern Seaboard.
-
B.
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.
-
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.
Long Thanh Industrial Zone
Long Thanh Industrial Zone is a major industrial park in southern Vietnam known for hosting diverse manufacturing and export-oriented enterprises near key transport hubs.
-
E.
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.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c6d4890819082fb4a670feb2629 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5d3bdafb08190aadf5d63facfedaf |
completed | April 20, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69e5d7e46e248190aba139dc32185e2f |
completed | April 20, 2026, 7:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5e192297c8190992578f734e63427 |
completed | April 20, 2026, 8:19 a.m. |
Created at: April 8, 2026, 9:35 p.m.