Triple
T16826477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dugbe business district |
E409030
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
Economy of Ibadan
The Economy of Ibadan encompasses the commercial, industrial, and service activities that make the city one of Nigeria’s major economic centers, driven by markets, trade hubs like Dugbe, and a growing formal and informal sector.
|
E1234705
|
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: Economy of Ibadan | Statement: [Dugbe business district, category, Economy of Ibadan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economy of Ibadan Context triple: [Dugbe business district, category, Economy of Ibadan]
-
A.
Ibadan Local Government
Ibadan Local Government is the local administrative authority responsible for governing and managing public services and civic infrastructure within the Ibadan area of Oyo State, Nigeria.
-
B.
Ibadan Municipal LGAs
Ibadan Municipal LGAs are the group of urban local government areas that collectively administer the core metropolitan region of Ibadan, one of Nigeria’s largest cities.
-
C.
Ibadan
Ibadan is one of the largest and most populous cities in southwestern Nigeria, historically significant as a major Yoruba cultural and economic center.
-
D.
Cocoa House, Ibadan
Cocoa House, Ibadan is a historic high-rise commercial building in Ibadan, Nigeria, renowned as one of Africa’s earliest skyscrapers and a symbol of the region’s cocoa-driven economic boom.
-
E.
Ibadan South-East Local Government Area
Ibadan South-East Local Government Area is an administrative subdivision within the city of Ibadan in Oyo State, Nigeria, responsible for local governance and public services in its jurisdiction.
- 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: Economy of Ibadan Triple: [Dugbe business district, category, Economy of Ibadan]
Generated description
The Economy of Ibadan encompasses the commercial, industrial, and service activities that make the city one of Nigeria’s major economic centers, driven by markets, trade hubs like Dugbe, and a growing formal and informal sector.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economy of Ibadan Target entity description: The Economy of Ibadan encompasses the commercial, industrial, and service activities that make the city one of Nigeria’s major economic centers, driven by markets, trade hubs like Dugbe, and a growing formal and informal sector.
-
A.
Ibadan Local Government
Ibadan Local Government is the local administrative authority responsible for governing and managing public services and civic infrastructure within the Ibadan area of Oyo State, Nigeria.
-
B.
Ibadan Municipal LGAs
Ibadan Municipal LGAs are the group of urban local government areas that collectively administer the core metropolitan region of Ibadan, one of Nigeria’s largest cities.
-
C.
Ibadan
Ibadan is one of the largest and most populous cities in southwestern Nigeria, historically significant as a major Yoruba cultural and economic center.
-
D.
Cocoa House, Ibadan
Cocoa House, Ibadan is a historic high-rise commercial building in Ibadan, Nigeria, renowned as one of Africa’s earliest skyscrapers and a symbol of the region’s cocoa-driven economic boom.
-
E.
Ibadan South-East Local Government Area
Ibadan South-East Local Government Area is an administrative subdivision within the city of Ibadan in Oyo State, Nigeria, responsible for local governance and public services in its jurisdiction.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b31404c88190a3b2802842ca77eb |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29e48f881908489bd77a9caec97 |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b3aafac08190b3e0181780f45392 |
completed | May 10, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b46ab0608190bc59abb99842e6d4 |
completed | May 10, 2026, 4:38 p.m. |
Created at: April 10, 2026, 5:23 a.m.