Triple
T12898196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pathum Thani Province |
E308547
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Bangkok University–Rangsit industrial corridor
The Bangkok University–Rangsit industrial corridor is a key industrial zone in Thailand that clusters manufacturing and technology-related facilities near Bangkok University’s Rangsit campus in Pathum Thani Province.
|
E1008043
|
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 University–Rangsit industrial corridor | Statement: [Pathum Thani Province, hasIndustrialArea, Bangkok University–Rangsit industrial corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangkok University–Rangsit industrial corridor Context triple: [Pathum Thani Province, hasIndustrialArea, Bangkok University–Rangsit industrial corridor]
-
A.
Bangkok Noi Campus
Bangkok Noi Campus is one of Mahidol University's urban campuses in Bangkok, Thailand, housing key faculties and medical facilities.
-
B.
Hua Lamphong–Bang Sue
Hua Lamphong–Bang Sue is the original central segment of Bangkok’s MRT Blue Line rapid transit system, linking the historic main railway station area with the Bang Sue transport hub.
-
C.
Suranaree University of Technology
Suranaree University of Technology is a public research university in Nakhon Ratchasima, Thailand, known for its strong emphasis on science, engineering, and technology education.
-
D.
Phaya Thai Campus
Phaya Thai Campus is a major urban campus of Mahidol University in Bangkok, known for its medical and health sciences faculties and affiliated teaching hospitals.
-
E.
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.
- 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 University–Rangsit industrial corridor Triple: [Pathum Thani Province, hasIndustrialArea, Bangkok University–Rangsit industrial corridor]
Generated description
The Bangkok University–Rangsit industrial corridor is a key industrial zone in Thailand that clusters manufacturing and technology-related facilities near Bangkok University’s Rangsit campus in Pathum Thani Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangkok University–Rangsit industrial corridor Target entity description: The Bangkok University–Rangsit industrial corridor is a key industrial zone in Thailand that clusters manufacturing and technology-related facilities near Bangkok University’s Rangsit campus in Pathum Thani Province.
-
A.
Bangkok Noi Campus
Bangkok Noi Campus is one of Mahidol University's urban campuses in Bangkok, Thailand, housing key faculties and medical facilities.
-
B.
Hua Lamphong–Bang Sue
Hua Lamphong–Bang Sue is the original central segment of Bangkok’s MRT Blue Line rapid transit system, linking the historic main railway station area with the Bang Sue transport hub.
-
C.
Suranaree University of Technology
Suranaree University of Technology is a public research university in Nakhon Ratchasima, Thailand, known for its strong emphasis on science, engineering, and technology education.
-
D.
Phaya Thai Campus
Phaya Thai Campus is a major urban campus of Mahidol University in Bangkok, known for its medical and health sciences faculties and affiliated teaching hospitals.
-
E.
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.
- 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_69d7bdf7c1f0819098102569a8d8cbf5 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9717f3fc48190b61c8f6f36cd0725 |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a55f98c08190b8910b1443841fa7 |
completed | May 3, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69f6a6179cdc8190976daa1384032445 |
completed | May 3, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a6cbec348190a96a0194b2d6be4b |
completed | May 3, 2026, 1:37 a.m. |
Created at: April 9, 2026, 5:40 p.m.