Triple

T5085876
Position Surface form Disambiguated ID Type / Status
Subject Army Headquarters E114635 entity
Predicate mayInclude P1393 FINISHED
Object 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.
E491359 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: plans and policy directorate | Statement: [Army Headquarters, mayInclude, plans and policy directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: plans and policy directorate
Context triple: [Army Headquarters, mayInclude, plans and policy directorate]
  • A. 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.
  • B. Domestic Policy Directorate
    The Domestic Policy Directorate is a key unit within the Russian Presidential Administration responsible for shaping and overseeing the country’s internal political and social policy.
  • C. Policy Development and Planning Bureau
    The Policy Development and Planning Bureau is a unit within the Philippines’ Department of Social Welfare and Development responsible for formulating social welfare policies, plans, and strategies to guide the agency’s programs and services.
  • D. Office of Strategy, Policy, and Plans
    The Office of Strategy, Policy, and Plans is the policy and strategic planning arm of the U.S. Department of Homeland Security, responsible for shaping long-term priorities and coordinating department-wide policy initiatives.
  • E. Office of Policy Planning
    The Office of Policy Planning is a division of the U.S. Federal Trade Commission that develops and coordinates long-term competition and consumer protection policy initiatives and research.
  • 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: plans and policy directorate
Triple: [Army Headquarters, mayInclude, plans and policy directorate]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: plans and policy directorate
Target entity description: 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.
  • A. 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.
  • B. Domestic Policy Directorate
    The Domestic Policy Directorate is a key unit within the Russian Presidential Administration responsible for shaping and overseeing the country’s internal political and social policy.
  • C. Policy Development and Planning Bureau
    The Policy Development and Planning Bureau is a unit within the Philippines’ Department of Social Welfare and Development responsible for formulating social welfare policies, plans, and strategies to guide the agency’s programs and services.
  • D. Office of Strategy, Policy, and Plans
    The Office of Strategy, Policy, and Plans is the policy and strategic planning arm of the U.S. Department of Homeland Security, responsible for shaping long-term priorities and coordinating department-wide policy initiatives.
  • E. Office of Policy Planning
    The Office of Policy Planning is a division of the U.S. Federal Trade Commission that develops and coordinates long-term competition and consumer protection policy initiatives and research.
  • 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_69bd443e941881908eb4e8c685b6f656 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd751db4f4819088b998d7af0e6f41 completed March 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb13fd3a88190b5a665ba56fdd455 completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb1c184248190b99067d257564ad8 completed March 21, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69beb22dff6c8190896f65d659a32b28 completed March 21, 2026, 2:58 p.m.
Created at: March 20, 2026, 1:40 p.m.