Triple
T4273799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biên Hòa |
E96997
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object |
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.
|
E426543
|
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: Amata Industrial Park | Statement: [Biên Hòa, hasIndustrialZone, Amata Industrial Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amata Industrial Park Context triple: [Biên Hòa, hasIndustrialZone, Amata Industrial Park]
-
A.
Korangi Industrial Area
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
B.
Campanilla Industrial Park
Campanilla Industrial Park is a major industrial and commercial complex located in Toa Baja, Puerto Rico, hosting a variety of manufacturing and logistics businesses.
-
C.
Mo Industrial Park
Mo Industrial Park is a major Norwegian industrial complex in Mo i Rana, known for its heavy industry, metal production, and related processing facilities.
-
D.
Bompai industrial estate
Bompai industrial estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
-
E.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
- 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: Amata Industrial Park Triple: [Biên Hòa, hasIndustrialZone, Amata Industrial Park]
Generated description
Amata Industrial Park is a major industrial and manufacturing hub located in Biên Hòa, Vietnam, hosting numerous domestic and foreign-invested enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amata Industrial Park Target entity description: Amata Industrial Park is a major industrial and manufacturing hub located in Biên Hòa, Vietnam, hosting numerous domestic and foreign-invested enterprises.
-
A.
Korangi Industrial Area
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
B.
Campanilla Industrial Park
Campanilla Industrial Park is a major industrial and commercial complex located in Toa Baja, Puerto Rico, hosting a variety of manufacturing and logistics businesses.
-
C.
Mo Industrial Park
Mo Industrial Park is a major Norwegian industrial complex in Mo i Rana, known for its heavy industry, metal production, and related processing facilities.
-
D.
Bompai industrial estate
Bompai industrial estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
-
E.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
- 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.