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.