Triple
T12898195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pathum Thani Province |
E308547
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Navanakorn Industrial Estate
Navanakorn Industrial Estate is one of Thailand’s major industrial parks, hosting a wide range of manufacturing and technology companies just north of Bangkok.
|
E1008042
|
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: Navanakorn Industrial Estate | Statement: [Pathum Thani Province, hasIndustrialArea, Navanakorn Industrial Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Navanakorn Industrial Estate Context triple: [Pathum Thani Province, hasIndustrialArea, Navanakorn Industrial Estate]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
U-Tapao Subdistrict
U-Tapao Subdistrict is an administrative area in Rayong Province, Thailand, known for hosting the major regional U-Tapao–Rayong–Pattaya International Airport.
-
E.
Silom Complex
Silom Complex is a popular multi-story shopping mall in Bangkok’s Silom district, featuring retail stores, restaurants, and entertainment venues.
- 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: Navanakorn Industrial Estate Triple: [Pathum Thani Province, hasIndustrialArea, Navanakorn Industrial Estate]
Generated description
Navanakorn Industrial Estate is one of Thailand’s major industrial parks, hosting a wide range of manufacturing and technology companies just north of Bangkok.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Navanakorn Industrial Estate Target entity description: Navanakorn Industrial Estate is one of Thailand’s major industrial parks, hosting a wide range of manufacturing and technology companies just north of Bangkok.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
U-Tapao Subdistrict
U-Tapao Subdistrict is an administrative area in Rayong Province, Thailand, known for hosting the major regional U-Tapao–Rayong–Pattaya International Airport.
-
E.
Silom Complex
Silom Complex is a popular multi-story shopping mall in Bangkok’s Silom district, featuring retail stores, restaurants, and entertainment venues.
- 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.