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.