Triple

T14001221
Position Surface form Disambiguated ID Type / Status
Subject Lagos State Government E336828 entity
Predicate hasAgency P3933 FINISHED
Object Lagos State Ministry of Physical Planning and Urban Development
The Lagos State Ministry of Physical Planning and Urban Development is the state government body responsible for regulating land use, urban planning, and development control in Lagos State, Nigeria.
E1075405 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: Lagos State Ministry of Physical Planning and Urban Development | Statement: [Lagos State Government, hasAgency, Lagos State Ministry of Physical Planning and Urban Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lagos State Ministry of Physical Planning and Urban Development
Context triple: [Lagos State Government, hasAgency, Lagos State Ministry of Physical Planning and Urban Development]
  • A. Lagos State Ministry of Works and Infrastructure
    The Lagos State Ministry of Works and Infrastructure is the state government body responsible for planning, constructing, and maintaining public infrastructure and civil works across Lagos State, Nigeria.
  • B. Lagos State Ministry of Local Government and Community Affairs
    The Lagos State Ministry of Local Government and Community Affairs is a governmental body responsible for formulating and implementing policies that guide and supervise local government administration and community development across Lagos State, Nigeria.
  • C. Lagos State Physical Planning Permit Authority
    Lagos State Physical Planning Permit Authority is a government agency responsible for regulating and approving land use and building development within Lagos State, Nigeria.
  • D. Lagos State Ministry of Housing
    The Lagos State Ministry of Housing is the government body responsible for formulating and implementing housing policies, programs, and regulations to provide and manage affordable and sustainable housing in Lagos State, Nigeria.
  • E. Lagos State Ministry of Waterfront Infrastructure Development
    The Lagos State Ministry of Waterfront Infrastructure Development is a governmental body responsible for planning, regulating, and overseeing the sustainable development and management of waterfront and coastal infrastructure within Lagos State, Nigeria.
  • 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: Lagos State Ministry of Physical Planning and Urban Development
Triple: [Lagos State Government, hasAgency, Lagos State Ministry of Physical Planning and Urban Development]
Generated description
The Lagos State Ministry of Physical Planning and Urban Development is the state government body responsible for regulating land use, urban planning, and development control in Lagos State, Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lagos State Ministry of Physical Planning and Urban Development
Target entity description: The Lagos State Ministry of Physical Planning and Urban Development is the state government body responsible for regulating land use, urban planning, and development control in Lagos State, Nigeria.
  • A. Lagos State Ministry of Works and Infrastructure
    The Lagos State Ministry of Works and Infrastructure is the state government body responsible for planning, constructing, and maintaining public infrastructure and civil works across Lagos State, Nigeria.
  • B. Lagos State Ministry of Local Government and Community Affairs
    The Lagos State Ministry of Local Government and Community Affairs is a governmental body responsible for formulating and implementing policies that guide and supervise local government administration and community development across Lagos State, Nigeria.
  • C. Lagos State Physical Planning Permit Authority
    Lagos State Physical Planning Permit Authority is a government agency responsible for regulating and approving land use and building development within Lagos State, Nigeria.
  • D. Lagos State Ministry of Housing
    The Lagos State Ministry of Housing is the government body responsible for formulating and implementing housing policies, programs, and regulations to provide and manage affordable and sustainable housing in Lagos State, Nigeria.
  • E. Lagos State Ministry of Waterfront Infrastructure Development
    The Lagos State Ministry of Waterfront Infrastructure Development is a governmental body responsible for planning, regulating, and overseeing the sustainable development and management of waterfront and coastal infrastructure within Lagos State, Nigeria.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed06a50819093ddc64f55050689 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc329891c8190b4dcb9913e235a1c completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fbc5964b7c8190babbb3bd50a1aaec completed May 6, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69fbc912f0e08190be7c4f671b499c57 completed May 6, 2026, 11:04 p.m.
Created at: April 9, 2026, 10:19 p.m.