Triple
T2435532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Centurion |
E52950
|
entity |
| Predicate | hasBusinessNode |
P39294
|
FINISHED |
| Object |
Centurion CBD
Centurion CBD is the central commercial and business district of Centurion, South Africa, featuring offices, retail centers, and key urban amenities.
|
E266488
|
NE FINISHED |
How this triple was built (5 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: Centurion CBD | Statement: [Centurion, hasBusinessNode, Centurion CBD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Centurion CBD Context triple: [Centurion, hasBusinessNode, Centurion CBD]
-
A.
Jiefangbei CBD
Jiefangbei CBD is Chongqing’s central commercial and entertainment district, known for its dense skyscrapers, shopping streets, and vibrant nightlife centered around the iconic Liberation Monument.
-
B.
CBD
CBD is a non-intoxicating compound found in cannabis that is widely used for its potential therapeutic effects, such as reducing anxiety, pain, and inflammation.
-
C.
CBD
CBD is an international treaty adopted in 1992 that aims to conserve biological diversity, promote sustainable use of its components, and ensure fair and equitable sharing of benefits arising from genetic resources.
-
D.
Cambridge Naturals
Cambridge Naturals is a local health and wellness retailer known for offering natural foods, supplements, and eco-friendly personal care products.
-
E.
Camel Menthol
Camel Menthol is a menthol-flavored variant of Camel cigarettes, offering a minty, cooling smoking experience.
- 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: Centurion CBD Triple: [Centurion, hasBusinessNode, Centurion CBD]
Generated description
Centurion CBD is the central commercial and business district of Centurion, South Africa, featuring offices, retail centers, and key urban amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Centurion CBD Target entity description: Centurion CBD is the central commercial and business district of Centurion, South Africa, featuring offices, retail centers, and key urban amenities.
-
A.
Jiefangbei CBD
Jiefangbei CBD is Chongqing’s central commercial and entertainment district, known for its dense skyscrapers, shopping streets, and vibrant nightlife centered around the iconic Liberation Monument.
-
B.
CBD
CBD is a non-intoxicating compound found in cannabis that is widely used for its potential therapeutic effects, such as reducing anxiety, pain, and inflammation.
-
C.
CBD
CBD is an international treaty adopted in 1992 that aims to conserve biological diversity, promote sustainable use of its components, and ensure fair and equitable sharing of benefits arising from genetic resources.
-
D.
Cambridge Naturals
Cambridge Naturals is a local health and wellness retailer known for offering natural foods, supplements, and eco-friendly personal care products.
-
E.
Camel Menthol
Camel Menthol is a menthol-flavored variant of Camel cigarettes, offering a minty, cooling smoking experience.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBusinessNode Context triple: [Centurion, hasBusinessNode, Centurion CBD]
-
A.
hasBusiness
Indicates that one entity owns, operates, or is formally associated with a business entity.
-
B.
hasBusinessRoute
Indicates that there exists an established commercial or service route connecting two business-related entities.
-
C.
hasBusinessPark
Indicates that one entity possesses, contains, or is associated with a business park as part of its facilities or properties.
-
D.
hasBusinessDivision
Indicates that an organization includes or is composed of a specific business division as a subordinate unit.
-
E.
hasMajorBusinessLine
Indicates that an entity conducts a primary or significant line of business in a specified area, sector, or activity.
- F. None of above. chosen
Provenance (7 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abcebf7cac8190889e6890d72c256c |
completed | March 7, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf6e23088190b0ce2feaa3eddda4 |
completed | March 9, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69aec7eb422c8190a568a8e1e98cbca8 |
completed | March 9, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aecc1438588190a87c15cbfe48ba7f |
completed | March 9, 2026, 1:33 p.m. |
| PD | Predicate disambiguation | batch_69abc5ac11b081908ce6a506e81a742a |
completed | March 7, 2026, 6:29 a.m. |
| PDg | Predicate description generation | batch_69abcebe7dd08190b197a2a0e78787e3 |
completed | March 7, 2026, 7:07 a.m. |
Created at: March 6, 2026, 9:43 p.m.