Triple

T2755519
Position Surface form Disambiguated ID Type / Status
Subject Federal Ministries of Nigeria E61090 entity
Predicate includes P1393 FINISHED
Object Federal Ministry of Environment
The Federal Ministry of Environment is Nigeria’s national government body responsible for environmental policy, protection, and sustainable natural resource management.
E295735 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: Federal Ministry of Environment | Statement: [Federal Ministries of Nigeria, includes, Federal Ministry of Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Ministry of Environment
Context triple: [Federal Ministries of Nigeria, includes, Federal Ministry of Environment]
  • A. Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection
    The Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection is a German federal government department responsible for environmental policy, climate protection, nuclear safety, and safeguarding consumer rights.
  • B. Directorate-General for Environment
    The Directorate-General for Environment is the European Commission department responsible for developing and implementing EU environmental policies and legislation.
  • C. Environmental Management Bureau
    The Environmental Management Bureau is a Philippine government agency responsible for formulating and enforcing policies, standards, and programs for environmental protection, pollution control, and sustainable management of natural resources.
  • D. Federal Department of the Environment, Transport, Energy and Communications
    The Federal Department of the Environment, Transport, Energy and Communications is a Swiss federal ministry responsible for national policies and regulation in environmental protection, transportation systems, energy supply, and telecommunications.
  • E. Polish Ministry of the Environment
    The Polish Ministry of the Environment is a central government authority responsible for shaping and implementing Poland’s environmental protection, nature conservation, and sustainable resource management policies.
  • 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: Federal Ministry of Environment
Triple: [Federal Ministries of Nigeria, includes, Federal Ministry of Environment]
Generated description
The Federal Ministry of Environment is Nigeria’s national government body responsible for environmental policy, protection, and sustainable natural resource management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Ministry of Environment
Target entity description: The Federal Ministry of Environment is Nigeria’s national government body responsible for environmental policy, protection, and sustainable natural resource management.
  • A. Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection
    The Federal Ministry for the Environment, Nature Conservation, Nuclear Safety and Consumer Protection is a German federal government department responsible for environmental policy, climate protection, nuclear safety, and safeguarding consumer rights.
  • B. Directorate-General for Environment
    The Directorate-General for Environment is the European Commission department responsible for developing and implementing EU environmental policies and legislation.
  • C. Environmental Management Bureau
    The Environmental Management Bureau is a Philippine government agency responsible for formulating and enforcing policies, standards, and programs for environmental protection, pollution control, and sustainable management of natural resources.
  • D. Federal Department of the Environment, Transport, Energy and Communications
    The Federal Department of the Environment, Transport, Energy and Communications is a Swiss federal ministry responsible for national policies and regulation in environmental protection, transportation systems, energy supply, and telecommunications.
  • E. Polish Ministry of the Environment
    The Polish Ministry of the Environment is a central government authority responsible for shaping and implementing Poland’s environmental protection, nature conservation, and sustainable resource management policies.
  • 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb718f4c8190bfc34c6597163ebc completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbdd509c8190ac62aa6d50dea3a6 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbce109f48190be1a31d9300dbee6 completed March 10, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69afbda490ac8190bb12598e26b91677 completed March 10, 2026, 6:43 a.m.
Created at: March 6, 2026, 9:56 p.m.