Triple
T10878617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dong Nai Province |
E256861
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object | Bien Hoa 2 Industrial Zone |
E426542
|
NE FINISHED |
How this triple was built (2 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 2 Industrial Zone | Statement: [Dong Nai Province, hasIndustrialZone, Bien Hoa 2 Industrial Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bien Hoa 2 Industrial Zone Context triple: [Dong Nai Province, hasIndustrialZone, Bien Hoa 2 Industrial Zone]
-
A.
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.
-
B.
Long Duc Industrial Park
Long Duc Industrial Park is a major industrial zone in Vietnam that hosts a variety of manufacturing and export-oriented enterprises, contributing significantly to regional economic development.
-
C.
Biên Hòa 2 Industrial Zone
chosen
Biên Hòa 2 Industrial Zone is a major industrial park in Biên Hòa, Vietnam, hosting a wide range of manufacturing and export-oriented enterprises.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69e154d8f9b881908025acc6ff1beb9f |
completed | April 16, 2026, 9:30 p.m. |
Created at: April 8, 2026, 9:21 p.m.