Triple
T4273798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biên Hòa |
E96997
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object |
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.
|
E426542
|
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: Biên Hòa 2 Industrial Zone | Statement: [Biên Hòa, hasIndustrialZone, Biên Hòa 2 Industrial Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biên Hòa 2 Industrial Zone Context triple: [Biên Hòa, hasIndustrialZone, Biên Hòa 2 Industrial Zone]
-
A.
Bompai industrial estate
Bompai industrial estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
-
B.
Vallejo industrial zone
Vallejo industrial zone is a major industrial district in the Azcapotzalco borough of Mexico City, known for its concentration of manufacturing, logistics, and warehousing facilities.
-
C.
Linh Trung Export Processing Zone
Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
-
D.
Keihin Industrial Zone
The Keihin Industrial Zone is a major Japanese industrial and port area spanning parts of Tokyo and Kanagawa Prefecture, known for its heavy manufacturing, petrochemical complexes, and logistics facilities along Tokyo Bay.
-
E.
Jinshan Industrial Zone
Jinshan Industrial Zone is a major industrial area in Shanghai known for its concentration of large-scale manufacturing and petrochemical enterprises.
- 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: Biên Hòa 2 Industrial Zone Triple: [Biên Hòa, hasIndustrialZone, Biên Hòa 2 Industrial Zone]
Generated description
Biên Hòa 2 Industrial Zone is a major industrial park in Biên Hòa, Vietnam, hosting a wide range of manufacturing and export-oriented enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biên Hòa 2 Industrial Zone Target entity description: Biên Hòa 2 Industrial Zone is a major industrial park in Biên Hòa, Vietnam, hosting a wide range of manufacturing and export-oriented enterprises.
-
A.
Bompai industrial estate
Bompai industrial estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
-
B.
Vallejo industrial zone
Vallejo industrial zone is a major industrial district in the Azcapotzalco borough of Mexico City, known for its concentration of manufacturing, logistics, and warehousing facilities.
-
C.
Linh Trung Export Processing Zone
Linh Trung Export Processing Zone is a major industrial and export-processing hub in Thu Duc City, Ho Chi Minh City, hosting numerous manufacturing and foreign-invested enterprises.
-
D.
Keihin Industrial Zone
The Keihin Industrial Zone is a major Japanese industrial and port area spanning parts of Tokyo and Kanagawa Prefecture, known for its heavy manufacturing, petrochemical complexes, and logistics facilities along Tokyo Bay.
-
E.
Jinshan Industrial Zone
Jinshan Industrial Zone is a major industrial area in Shanghai known for its concentration of large-scale manufacturing and petrochemical enterprises.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501abb74819086b2f04ac7a5c114 |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7ace6c881908e1fbde95a2a3c04 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.