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.