Triple
T11976315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emfuleni Local Municipality |
E285048
|
entity |
| Predicate | containsIndustrialArea |
P13026
|
FINISHED |
| Object |
Vereeniging industrial zone
Vereeniging industrial zone is a major industrial area in Vereeniging, South Africa, characterized by heavy manufacturing, steel production, and related industrial activities.
|
E960114
|
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: Vereeniging industrial zone | Statement: [Emfuleni Local Municipality, containsIndustrialArea, Vereeniging industrial zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vereeniging industrial zone Context triple: [Emfuleni Local Municipality, containsIndustrialArea, Vereeniging industrial zone]
-
A.
Stammerdijk industrial area
Stammerdijk industrial area is a commercial and industrial zone located in the municipality of Diemen in the Netherlands.
-
B.
Groote Lindt industrial zone
Groote Lindt industrial zone is a business and industrial area located in the municipality of Zwijndrecht in the Netherlands, hosting various commercial and manufacturing activities.
-
C.
Vinkenwaard industrial estate
Vinkenwaard industrial estate is a commercial and industrial zone in Alblasserdam, Netherlands, hosting various businesses and manufacturing facilities.
-
D.
Develpoort industrial zone
Develpoort industrial zone is a business and industrial area located in the municipality of Zwijndrecht in Belgium, hosting various commercial and manufacturing activities.
-
E.
Rai Industrial Estate
Rai Industrial Estate is a major industrial hub in Haryana, India, hosting a wide range of manufacturing and commercial units.
- 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: Vereeniging industrial zone Triple: [Emfuleni Local Municipality, containsIndustrialArea, Vereeniging industrial zone]
Generated description
Vereeniging industrial zone is a major industrial area in Vereeniging, South Africa, characterized by heavy manufacturing, steel production, and related industrial activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vereeniging industrial zone Target entity description: Vereeniging industrial zone is a major industrial area in Vereeniging, South Africa, characterized by heavy manufacturing, steel production, and related industrial activities.
-
A.
Stammerdijk industrial area
Stammerdijk industrial area is a commercial and industrial zone located in the municipality of Diemen in the Netherlands.
-
B.
Groote Lindt industrial zone
Groote Lindt industrial zone is a business and industrial area located in the municipality of Zwijndrecht in the Netherlands, hosting various commercial and manufacturing activities.
-
C.
Vinkenwaard industrial estate
Vinkenwaard industrial estate is a commercial and industrial zone in Alblasserdam, Netherlands, hosting various businesses and manufacturing facilities.
-
D.
Develpoort industrial zone
Develpoort industrial zone is a business and industrial area located in the municipality of Zwijndrecht in Belgium, hosting various commercial and manufacturing activities.
-
E.
Rai Industrial Estate
Rai Industrial Estate is a major industrial hub in Haryana, India, hosting a wide range of manufacturing and commercial units.
- 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_69d6ab2eaeb881909f7914758f859413 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903926690819090e7ce982f103457 |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f48a9628cc819095d15fd90023e57d |
completed | May 1, 2026, 11:12 a.m. |
| NEDg | Description generation | batch_69f48fc3baac8190af87b55164f00b26 |
completed | May 1, 2026, 11:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f495ab52788190a886f7014267f8e2 |
completed | May 1, 2026, 11:59 a.m. |
Created at: April 8, 2026, 9:46 p.m.