Triple

T8717332
Position Surface form Disambiguated ID Type / Status
Subject Director for Strategy, Plans, and Policy, Joint Staff (J5) E206927 entity
Predicate contributesTo P477 FINISHED
Object Guidance for the Employment of the Force
Guidance for the Employment of the Force is a key U.S. Department of Defense strategic planning document that directs how military forces are to be organized, postured, and employed to meet national security objectives.
 E753987 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Guidance for the Employment of the Force | Statement: [Director for Strategy, Plans, and Policy, Joint Staff (J5), contributesTo, Guidance for the Employment of the Force]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guidance for the Employment of the Force
Context triple: [Director for Strategy, Plans, and Policy, Joint Staff (J5), contributesTo, Guidance for the Employment of the Force]
  • 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. The Decision to Intervene
    The Decision to Intervene is a historical study by George F. Kennan analyzing the United States’ involvement in the Russian Civil War and the broader context of early 20th-century foreign policy.
  • C. On Active Service in Peace and War
    "On Active Service in Peace and War" is a political and military memoir by Henry L. Stimson, recounting his long career in U.S. public service, including his roles in both World Wars and the shaping of American foreign policy.
  • D. Waging Modern War
    Waging Modern War is a memoir and analysis of the Kosovo conflict and contemporary military strategy by retired U.S. General Wesley K. Clark.
  • E. NSC-68
    NSC-68 was a pivotal 1950 U.S. national security policy paper that called for a massive military buildup and global containment strategy against Soviet expansion during the early Cold War.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guidance for the Employment of the Force
Target entity description: Guidance for the Employment of the Force is a key U.S. Department of Defense strategic planning document that directs how military forces are to be organized, postured, and employed to meet national security objectives.
  • 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. The Decision to Intervene
    The Decision to Intervene is a historical study by George F. Kennan analyzing the United States’ involvement in the Russian Civil War and the broader context of early 20th-century foreign policy.
  • C. On Active Service in Peace and War
    "On Active Service in Peace and War" is a political and military memoir by Henry L. Stimson, recounting his long career in U.S. public service, including his roles in both World Wars and the shaping of American foreign policy.
  • D. Waging Modern War
    Waging Modern War is a memoir and analysis of the Kosovo conflict and contemporary military strategy by retired U.S. General Wesley K. Clark.
  • E. NSC-68
    NSC-68 was a pivotal 1950 U.S. national security policy paper that called for a massive military buildup and global containment strategy against Soviet expansion during the early Cold War.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Guidance for the Employment of the Force
Triple: [Director for Strategy, Plans, and Policy, Joint Staff (J5), contributesTo, Guidance for the Employment of the Force]
Generated description
Guidance for the Employment of the Force is a key U.S. Department of Defense strategic planning document that directs how military forces are to be organized, postured, and employed to meet national security objectives.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca83572d4881909bef3be2b578d539 elicitation completed
NER batch_69cc5cd9c2a08190a65ab0ce573153d2 ner completed
NED1 batch_69cf28df657881908c1fc67c2c777cea ned_source_triple completed
NED2 batch_69cf2fcb5e7c819086b441d1ef4fc368 ned_description completed
NEDg batch_69cf2bd222b08190907ba7e98991996e nedg completed
Created at: March 30, 2026, 6:36 p.m.