Triple

T18719905
Position Surface form Disambiguated ID Type / Status
Subject Government of the Dominican Republic E457741 entity
Predicate hasMinistry P2820 FINISHED
Object Ministry of Environment and Natural Resources of the Dominican Republic
The Ministry of Environment and Natural Resources of the Dominican Republic is the national government body responsible for formulating and enforcing policies on environmental protection, natural resource management, and sustainable development in the country.
E1339324 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: Ministry of Environment and Natural Resources of the Dominican Republic | Statement: [Government of the Dominican Republic, hasMinistry, Ministry of Environment and Natural Resources of the Dominican Republic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Environment and Natural Resources of the Dominican Republic
Context triple: [Government of the Dominican Republic, hasMinistry, Ministry of Environment and Natural Resources of the Dominican Republic]
  • A. Ministry of Environment and Natural Resources of El Salvador
    The Ministry of Environment and Natural Resources of El Salvador is the government body responsible for formulating and implementing national policies on environmental protection, natural resource management, and sustainable development in the country.
  • B. Ministry of the Environment and Natural Resources of Nicaragua
    The Ministry of the Environment and Natural Resources of Nicaragua is the national government body responsible for formulating and enforcing environmental policy, conservation programs, and sustainable natural resource management across the country.
  • C. Ministry of Environment and Energy of Costa Rica
    The Ministry of Environment and Energy of Costa Rica is the national government body responsible for formulating and implementing policies on environmental protection, natural resource management, and energy in the country.
  • D. Ministry of Environment and Natural Resources of Guatemala
    The Ministry of Environment and Natural Resources of Guatemala is the national government body responsible for formulating and enforcing environmental policy, conserving natural resources, and promoting sustainable development in Guatemala.
  • E. Puerto Rico Department of Natural and Environmental Resources
    The Puerto Rico Department of Natural and Environmental Resources is the government agency responsible for managing and protecting Puerto Rico’s natural resources, wildlife, and environmental quality.
  • 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: Ministry of Environment and Natural Resources of the Dominican Republic
Triple: [Government of the Dominican Republic, hasMinistry, Ministry of Environment and Natural Resources of the Dominican Republic]
Generated description
The Ministry of Environment and Natural Resources of the Dominican Republic is the national government body responsible for formulating and enforcing policies on environmental protection, natural resource management, and sustainable development in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Environment and Natural Resources of the Dominican Republic
Target entity description: The Ministry of Environment and Natural Resources of the Dominican Republic is the national government body responsible for formulating and enforcing policies on environmental protection, natural resource management, and sustainable development in the country.
  • A. Ministry of Environment and Natural Resources of El Salvador
    The Ministry of Environment and Natural Resources of El Salvador is the government body responsible for formulating and implementing national policies on environmental protection, natural resource management, and sustainable development in the country.
  • B. Ministry of the Environment and Natural Resources of Nicaragua
    The Ministry of the Environment and Natural Resources of Nicaragua is the national government body responsible for formulating and enforcing environmental policy, conservation programs, and sustainable natural resource management across the country.
  • C. Ministry of Environment and Energy of Costa Rica
    The Ministry of Environment and Energy of Costa Rica is the national government body responsible for formulating and implementing policies on environmental protection, natural resource management, and energy in the country.
  • D. Ministry of Environment and Natural Resources of Guatemala
    The Ministry of Environment and Natural Resources of Guatemala is the national government body responsible for formulating and enforcing environmental policy, conserving natural resources, and promoting sustainable development in Guatemala.
  • E. Puerto Rico Department of Natural and Environmental Resources
    The Puerto Rico Department of Natural and Environmental Resources is the government agency responsible for managing and protecting Puerto Rico’s natural resources, wildlife, and environmental quality.
  • 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_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56ab9e0dc8190bf579d7e89e941f4 completed April 19, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b453368819082e56ed1e8c13e21 completed May 14, 2026, 1:54 a.m.
NEDg Description generation batch_6a052bc21cec81909b6b39308ea8a73d completed May 14, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a052c8a8be48190a49d054a9d39ca2a completed May 14, 2026, 1:59 a.m.
Created at: April 10, 2026, 11:50 a.m.