Triple
T11446680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samut Prakan Province |
E271283
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object |
Bangpoo Industrial Estate
Bangpoo Industrial Estate is a major industrial park in Thailand known for hosting a wide range of manufacturing and export-oriented industries 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: Bangpoo Industrial Estate | Statement: [Samut Prakan Province, hasIndustrialZone, Bangpoo Industrial Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangpoo Industrial Estate Context triple: [Samut Prakan Province, hasIndustrialZone, Bangpoo 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.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
-
C.
Bompai industrial estate
Bompai industrial estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
-
D.
Amata Industrial Park
Amata Industrial Park is a major industrial and manufacturing hub located in Biên Hòa, Vietnam, hosting numerous domestic and foreign-invested enterprises.
-
E.
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.
- 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: Bangpoo Industrial Estate Triple: [Samut Prakan Province, hasIndustrialZone, Bangpoo Industrial Estate]
Generated description
Bangpoo Industrial Estate is a major industrial park in Thailand known for hosting a wide range of manufacturing and export-oriented industries near Bangkok.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangpoo Industrial Estate Target entity description: Bangpoo Industrial Estate is a major industrial park in Thailand known for hosting a wide range of manufacturing and export-oriented industries near Bangkok.
-
A.
Bang Phli Industrial Estate
chosen
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.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
-
C.
Bompai industrial estate
Bompai industrial estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
-
D.
Amata Industrial Park
Amata Industrial Park is a major industrial and manufacturing hub located in Biên Hòa, Vietnam, hosting numerous domestic and foreign-invested enterprises.
-
E.
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.
- F. None of above.
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_69e5e8f8049881909c1a52101e4620b3 |
completed | April 20, 2026, 8:51 a.m. |
| NEDg | Description generation | batch_69e5f1557e9c8190b53ce391793b2c7f |
completed | April 20, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5f863bf7c81908969ed0a5b99f032 |
completed | April 20, 2026, 9:56 a.m. |
Created at: April 8, 2026, 9:35 p.m.