Triple

T10024943

Position	Surface form	Disambiguated ID	Type / Status
Subject	Planning, Programming, Budgeting, and Execution System	`E200700`	entity
Predicate	timeHorizon	`P2325`	FINISHED
Object	Future Years Defense Program The Future Years Defense Program is the U.S. Department of Defense’s official five-year financial and force-structure plan that aligns projected budgets with strategic priorities and programs.	`E835154`	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: Future Years Defense Program | Statement: [Planning, Programming, Budgeting, and Execution System, timeHorizon, Future Years Defense Program]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Future Years Defense Program
Context triple: [Planning, Programming, Budgeting, and Execution System, timeHorizon, Future Years Defense Program]

A. Medium Term Defense Program
The Medium Term Defense Program is Japan’s multi-year defense planning framework that outlines the country’s medium-range military buildup, procurement priorities, and capability development goals.
B. Quadrennial Defense Review
The Quadrennial Defense Review was a periodic U.S. Department of Defense strategic planning report that assessed military priorities, capabilities, and force structure to guide long-term defense policy and resource decisions.
C. U.S. defense acquisition system
The U.S. defense acquisition system is the complex, regulated framework through which the Department of Defense develops, procures, and sustains military equipment and services.
D. Major Defense Acquisition Programs
Major Defense Acquisition Programs are the U.S. Department of Defense’s largest, most complex, and highest-cost weapon system procurement efforts, subject to rigorous oversight, milestone reviews, and reporting requirements.
E. Joint Strategic Capabilities Plan
The Joint Strategic Capabilities Plan is a key U.S. military planning document that translates national-level guidance into specific operational tasks and force assignments for combatant commands.
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: Future Years Defense Program
Triple: [Planning, Programming, Budgeting, and Execution System, timeHorizon, Future Years Defense Program]

Generated description

The Future Years Defense Program is the U.S. Department of Defense’s official five-year financial and force-structure plan that aligns projected budgets with strategic priorities and programs.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Future Years Defense Program
Target entity description: The Future Years Defense Program is the U.S. Department of Defense’s official five-year financial and force-structure plan that aligns projected budgets with strategic priorities and programs.

A. Medium Term Defense Program
The Medium Term Defense Program is Japan’s multi-year defense planning framework that outlines the country’s medium-range military buildup, procurement priorities, and capability development goals.
B. Quadrennial Defense Review
The Quadrennial Defense Review was a periodic U.S. Department of Defense strategic planning report that assessed military priorities, capabilities, and force structure to guide long-term defense policy and resource decisions.
C. U.S. defense acquisition system
The U.S. defense acquisition system is the complex, regulated framework through which the Department of Defense develops, procures, and sustains military equipment and services.
D. Major Defense Acquisition Programs
Major Defense Acquisition Programs are the U.S. Department of Defense’s largest, most complex, and highest-cost weapon system procurement efforts, subject to rigorous oversight, milestone reviews, and reporting requirements.
E. Joint Strategic Capabilities Plan
The Joint Strategic Capabilities Plan is a key U.S. military planning document that translates national-level guidance into specific operational tasks and force assignments for combatant commands.
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_69ca831c45f08190ac1505cc15076608`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cdcd7d9c9c81909a0a0917deed0973`	completed	April 2, 2026, 1:59 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d26ac2f14081908deaf3945491af78`	completed	April 5, 2026, 1:59 p.m.
NEDg	Description generation	`batch_69d26b9212108190bb3cbb6c4c76073f`	completed	April 5, 2026, 2:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69d26c10eae88190a972fdb7425fd01a`	completed	April 5, 2026, 2:05 p.m.

Created at: March 30, 2026, 8:53 p.m.