Triple

T12298967

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bukola Saraki	`E293165`	entity
Predicate	represented	`P192`	FINISHED
Object	Kwara Central Senatorial District Kwara Central Senatorial District is a Nigerian senatorial constituency in Kwara State that encompasses the state capital, Ilorin, and serves as a key political and administrative hub in the region.	`E976331`	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: Kwara Central Senatorial District | Statement: [Bukola Saraki, represented, Kwara Central Senatorial District]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Kwara Central Senatorial District
Context triple: [Bukola Saraki, represented, Kwara Central Senatorial District]

A. Oyo North Senatorial District
Oyo North Senatorial District is a legislative constituency in Oyo State, Nigeria, encompassing multiple local government areas in the northern part of the state and represented by a senator in the National Assembly.
B. Kaduna South Local Government Area
Kaduna South Local Government Area is an urban local government jurisdiction within Kaduna State, Nigeria, encompassing part of the city of Kaduna and serving as a key administrative and commercial hub.
C. Lagos Central Senatorial District
Lagos Central Senatorial District is a key legislative constituency in Lagos State, Nigeria, encompassing central parts of Lagos metropolis and represented in the Nigerian Senate.
D. Kaduna North Local Government Area
Kaduna North Local Government Area is an urban local government jurisdiction that encompasses the central part of Kaduna city in Kaduna State, Nigeria, serving as a key administrative and commercial hub.
E. Kukawa Local Government Area
Kukawa Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the historic town of Kukawa near the shores of Lake Chad.
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: Kwara Central Senatorial District
Triple: [Bukola Saraki, represented, Kwara Central Senatorial District]

Generated description

Kwara Central Senatorial District is a Nigerian senatorial constituency in Kwara State that encompasses the state capital, Ilorin, and serves as a key political and administrative hub in the region.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Kwara Central Senatorial District
Target entity description: Kwara Central Senatorial District is a Nigerian senatorial constituency in Kwara State that encompasses the state capital, Ilorin, and serves as a key political and administrative hub in the region.

A. Oyo North Senatorial District
Oyo North Senatorial District is a legislative constituency in Oyo State, Nigeria, encompassing multiple local government areas in the northern part of the state and represented by a senator in the National Assembly.
B. Kaduna South Local Government Area
Kaduna South Local Government Area is an urban local government jurisdiction within Kaduna State, Nigeria, encompassing part of the city of Kaduna and serving as a key administrative and commercial hub.
C. Lagos Central Senatorial District
Lagos Central Senatorial District is a key legislative constituency in Lagos State, Nigeria, encompassing central parts of Lagos metropolis and represented in the Nigerian Senate.
D. Kaduna North Local Government Area
Kaduna North Local Government Area is an urban local government jurisdiction that encompasses the central part of Kaduna city in Kaduna State, Nigeria, serving as a key administrative and commercial hub.
E. Kukawa Local Government Area
Kukawa Local Government Area is an administrative region in Borno State, northeastern Nigeria, centered around the historic town of Kukawa near the shores of Lake Chad.
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_69d6ab6a2b50819082f6aedd32ed608a`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d93eda55148190b720e479163d36e7`	completed	April 10, 2026, 6:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f61e7b88d08190a195a294a7fbd168`	completed	May 2, 2026, 3:55 p.m.
NEDg	Description generation	`batch_69f620759f348190baa9af5b33d4e37f`	completed	May 2, 2026, 4:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69f624bf23948190b182e4c31564d210`	completed	May 2, 2026, 4:22 p.m.

Created at: April 8, 2026, 9:52 p.m.