Triple

T11555985
Position Surface form Disambiguated ID Type / Status
Subject Ghana Immigration Service E274018 entity
Predicate hasDivision P35 FINISHED
Object Policy Planning, Monitoring and Evaluation Directorate
The Policy Planning, Monitoring and Evaluation Directorate is a specialized unit within the Ghana Immigration Service responsible for strategic policy development, performance tracking, and assessment of the Service’s programs and operations.
E932918 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: Policy Planning, Monitoring and Evaluation Directorate | Statement: [Ghana Immigration Service, hasDivision, Policy Planning, Monitoring and Evaluation Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Policy Planning, Monitoring and Evaluation Directorate
Context triple: [Ghana Immigration Service, hasDivision, Policy Planning, Monitoring and Evaluation Directorate]
  • A. Office of Planning, Evaluation and Policy Development
    The Office of Planning, Evaluation and Policy Development is a division of the U.S. Department of Education responsible for developing, analyzing, and coordinating federal education policies and strategic plans.
  • B. Directorate of Policy, Planning and Resource Mobilisation
    The Directorate of Policy, Planning and Resource Mobilisation is a key division of the SADC Secretariat responsible for regional policy development, strategic planning, and coordinating the mobilisation of resources to support Southern African development initiatives.
  • C. Bureau of Policy and Planning
    The Bureau of Policy and Planning is a division within Connecticut’s state transportation agency responsible for long-range transportation planning, policy development, and related analytical and strategic functions.
  • D. management and policy directorate
    The Management and Policy Directorate is a division within the USAID Office of Inspector General responsible for overseeing internal management, policy development, and support functions that enable effective oversight of U.S. foreign assistance programs.
  • E. plans and policy directorate
    The plans and policy directorate is a senior Army staff body responsible for developing strategic plans, policies, and guidance that shape the service’s long-term direction and operations.
  • 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: Policy Planning, Monitoring and Evaluation Directorate
Triple: [Ghana Immigration Service, hasDivision, Policy Planning, Monitoring and Evaluation Directorate]
Generated description
The Policy Planning, Monitoring and Evaluation Directorate is a specialized unit within the Ghana Immigration Service responsible for strategic policy development, performance tracking, and assessment of the Service’s programs and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Policy Planning, Monitoring and Evaluation Directorate
Target entity description: The Policy Planning, Monitoring and Evaluation Directorate is a specialized unit within the Ghana Immigration Service responsible for strategic policy development, performance tracking, and assessment of the Service’s programs and operations.
  • A. Office of Planning, Evaluation and Policy Development
    The Office of Planning, Evaluation and Policy Development is a division of the U.S. Department of Education responsible for developing, analyzing, and coordinating federal education policies and strategic plans.
  • B. Directorate of Policy, Planning and Resource Mobilisation
    The Directorate of Policy, Planning and Resource Mobilisation is a key division of the SADC Secretariat responsible for regional policy development, strategic planning, and coordinating the mobilisation of resources to support Southern African development initiatives.
  • C. Bureau of Policy and Planning
    The Bureau of Policy and Planning is a division within Connecticut’s state transportation agency responsible for long-range transportation planning, policy development, and related analytical and strategic functions.
  • D. management and policy directorate
    The Management and Policy Directorate is a division within the USAID Office of Inspector General responsible for overseeing internal management, policy development, and support functions that enable effective oversight of U.S. foreign assistance programs.
  • E. plans and policy directorate
    The plans and policy directorate is a senior Army staff body responsible for developing strategic plans, policies, and guidance that shape the service’s long-term direction and operations.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88a86be308190973fea5d7db8ba9d completed April 10, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e865c3008190bc2f04a1048f2fed completed April 21, 2026, 3 a.m.
NEDg Description generation batch_69e6ef93e7d88190af3853b82de23c1b completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f9144afc819081ee7f78e32ad39a completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.