Triple
T10878616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dong Nai Province |
E256861
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object |
Bien Hoa 1 Industrial Zone
Bien Hoa 1 Industrial Zone is one of Vietnam’s earliest and most significant industrial parks, located in Bien Hoa city of Dong Nai Province and hosting a wide range of manufacturing and export-oriented enterprises.
|
E890352
|
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: Bien Hoa 1 Industrial Zone | Statement: [Dong Nai Province, hasIndustrialZone, Bien Hoa 1 Industrial Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bien Hoa 1 Industrial Zone Context triple: [Dong Nai Province, hasIndustrialZone, Bien Hoa 1 Industrial Zone]
-
A.
Biên Hòa 2 Industrial Zone
Biên Hòa 2 Industrial Zone is a major industrial park in Biên Hòa, Vietnam, hosting a wide range of manufacturing and export-oriented enterprises.
-
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.
Gebeng Industrial Area
Gebeng Industrial Area is a major industrial hub near Kuantan in Malaysia, known for its heavy industries, petrochemical plants, and large-scale manufacturing facilities.
-
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.
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.
- 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: Bien Hoa 1 Industrial Zone Triple: [Dong Nai Province, hasIndustrialZone, Bien Hoa 1 Industrial Zone]
Generated description
Bien Hoa 1 Industrial Zone is one of Vietnam’s earliest and most significant industrial parks, located in Bien Hoa city of Dong Nai Province and hosting a wide range of manufacturing and export-oriented enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bien Hoa 1 Industrial Zone Target entity description: Bien Hoa 1 Industrial Zone is one of Vietnam’s earliest and most significant industrial parks, located in Bien Hoa city of Dong Nai Province and hosting a wide range of manufacturing and export-oriented enterprises.
-
A.
Biên Hòa 2 Industrial Zone
Biên Hòa 2 Industrial Zone is a major industrial park in Biên Hòa, Vietnam, hosting a wide range of manufacturing and export-oriented enterprises.
-
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.
Gebeng Industrial Area
Gebeng Industrial Area is a major industrial hub near Kuantan in Malaysia, known for its heavy industries, petrochemical plants, and large-scale manufacturing facilities.
-
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.
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.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751ae92548190a3563c5b18650a32 |
completed | April 9, 2026, 7:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7e2322c8190a55605237ae6ce95 |
completed | April 15, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69e002709d38819099c4402d30824612 |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e005873ba48190b8c24c77611562fa |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:21 p.m.