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.