Triple

T10777765
Position Surface form Disambiguated ID Type / Status
Subject Aliko Dangote E254239 entity
Predicate hasChildOrganizationFounded P5194 FINISHED
Object Dangote Cement
Dangote Cement is a leading Nigerian multinational cement manufacturer and one of Africa’s largest industrial companies, known for its extensive production and distribution network across the continent.
E886260 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: Dangote Cement | Statement: [Aliko Dangote, hasChildOrganizationFounded, Dangote Cement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dangote Cement
Context triple: [Aliko Dangote, hasChildOrganizationFounded, Dangote Cement]
  • A. UltraTech Cement
    UltraTech Cement is one of India’s largest cement manufacturers and a flagship company of the Aditya Birla Group, known for its extensive presence in the infrastructure and construction sectors.
  • B. Aso cement conglomerate
    Aso cement conglomerate is a Japanese industrial group centered on cement and related businesses, historically linked to the prominent Aso family.
  • C. Cemex
    Cemex is a global building materials company headquartered in Mexico, best known as one of the world’s largest producers of cement, ready-mix concrete, and aggregates.
  • D. Pacific Cement and Aggregates
    Pacific Cement and Aggregates was an industrial company that operated a major cement manufacturing plant in Davenport, California.
  • E. Holcim
    Holcim is a global leader in innovative and sustainable building materials and construction solutions.
  • 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: Dangote Cement
Triple: [Aliko Dangote, hasChildOrganizationFounded, Dangote Cement]
Generated description
Dangote Cement is a leading Nigerian multinational cement manufacturer and one of Africa’s largest industrial companies, known for its extensive production and distribution network across the continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dangote Cement
Target entity description: Dangote Cement is a leading Nigerian multinational cement manufacturer and one of Africa’s largest industrial companies, known for its extensive production and distribution network across the continent.
  • A. UltraTech Cement
    UltraTech Cement is one of India’s largest cement manufacturers and a flagship company of the Aditya Birla Group, known for its extensive presence in the infrastructure and construction sectors.
  • B. Aso cement conglomerate
    Aso cement conglomerate is a Japanese industrial group centered on cement and related businesses, historically linked to the prominent Aso family.
  • C. Cemex
    Cemex is a global building materials company headquartered in Mexico, best known as one of the world’s largest producers of cement, ready-mix concrete, and aggregates.
  • D. Pacific Cement and Aggregates
    Pacific Cement and Aggregates was an industrial company that operated a major cement manufacturing plant in Davenport, California.
  • E. Holcim
    Holcim is a global leader in innovative and sustainable building materials and construction solutions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasChildOrganizationFounded
Context triple: [Aliko Dangote, hasChildOrganizationFounded, Dangote Cement]
  • A. hasSubsidiaryFounded
    Indicates that one entity has a subsidiary that was founded or established by another specified entity.
  • B. parentOrganizationFoundedIn
    Indicates that the parent organization of an entity was established in a specified year or time period.
  • C. foundedOrganization chosen
    Indicates that an entity established or created an organization.
  • D. parentOrganizationOfFoundedCompany
    Indicates that an organization is the parent entity of a company that it has founded.
  • E. organizationFounded
    Indicates that an organization was established or created at a specific point in time, often by a particular founder or founding entity.
  • F. None of above.

Provenance (6 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732c18c3c819089d49e3e4585049e completed April 9, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69de55daf52c8190aee3bca39cdc5d55 completed April 14, 2026, 2:57 p.m.
NEDg Description generation batch_69de5eacae148190b7ca2da87427572e completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de6397ff688190b6788489895a5360 completed April 14, 2026, 3:56 p.m.
PD Predicate disambiguation batch_69d6f31455648190b5c24690487b1b54 completed April 9, 2026, 12:30 a.m.
Created at: April 8, 2026, 9:16 p.m.