Triple

T9201474
Position Surface form Disambiguated ID Type / Status
Subject United Kingdom’s wartime scientific establishment E220849 entity
Predicate includes P1393 FINISHED
Object Operational Research Sections of the armed services
The Operational Research Sections of the armed services were specialized wartime units in the United Kingdom that applied scientific and mathematical analysis to improve military tactics, logistics, and decision-making.
E784282 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: Operational Research Sections of the armed services | Statement: [United Kingdom’s wartime scientific establishment, includes, Operational Research Sections of the armed services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operational Research Sections of the armed services
Context triple: [United Kingdom’s wartime scientific establishment, includes, Operational Research Sections of the armed services]
  • A. Elements of Military Art and Science
    Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
  • B. Royal Air Force operations standards
    Royal Air Force operations standards are the formal rules and performance criteria that govern how RAF units plan, conduct, and evaluate air operations to ensure safety, effectiveness, and compliance with military doctrine.
  • C. Battle Management Command, Control and Communications
    Battle Management Command, Control and Communications is a U.S. Space Force component focused on integrating and directing space operations through advanced command, control, and communications systems.
  • D. System of Cooperation Among the American Air Forces
    The System of Cooperation Among the American Air Forces is a multinational framework that promotes collaboration, interoperability, and mutual support among the air forces of countries in the Americas.
  • E. Master of Operational Studies
    The Master of Operational Studies is a graduate-level degree focused on advanced military operational art, planning, and leadership, primarily for professional military education.
  • 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: Operational Research Sections of the armed services
Triple: [United Kingdom’s wartime scientific establishment, includes, Operational Research Sections of the armed services]
Generated description
The Operational Research Sections of the armed services were specialized wartime units in the United Kingdom that applied scientific and mathematical analysis to improve military tactics, logistics, and decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operational Research Sections of the armed services
Target entity description: The Operational Research Sections of the armed services were specialized wartime units in the United Kingdom that applied scientific and mathematical analysis to improve military tactics, logistics, and decision-making.
  • A. Elements of Military Art and Science
    Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
  • B. Royal Air Force operations standards
    Royal Air Force operations standards are the formal rules and performance criteria that govern how RAF units plan, conduct, and evaluate air operations to ensure safety, effectiveness, and compliance with military doctrine.
  • C. Battle Management Command, Control and Communications
    Battle Management Command, Control and Communications is a U.S. Space Force component focused on integrating and directing space operations through advanced command, control, and communications systems.
  • D. System of Cooperation Among the American Air Forces
    The System of Cooperation Among the American Air Forces is a multinational framework that promotes collaboration, interoperability, and mutual support among the air forces of countries in the Americas.
  • E. Master of Operational Studies
    The Master of Operational Studies is a graduate-level degree focused on advanced military operational art, planning, and leadership, primarily for professional military education.
  • 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_69ca83e8e9248190862cf3e41693b310 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd9429b448190a078e9cdfedd4918 completed April 1, 2026, 8:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c451210819091188151d799e4cb completed April 4, 2026, 12:33 a.m.
NEDg Description generation batch_69d05dbbe0d08190a15107c17948167f completed April 4, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69d05e34ae6881908172770c6097a5e5 completed April 4, 2026, 12:41 a.m.
Created at: March 30, 2026, 7:25 p.m.