Triple

T1431350
Position Surface form Disambiguated ID Type / Status
Subject David Petraeus E30451 entity
Predicate coAuthorOf P2389 FINISHED
Object U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
E163743 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: U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) | Statement: [David Petraeus, coAuthorOf, U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
Context triple: [David Petraeus, coAuthorOf, U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)]
  • A. On Guerrilla Warfare
    On Guerrilla Warfare is Mao Zedong’s influential military treatise that outlines the theory, strategy, and tactics of protracted guerrilla war as a means for revolutionary struggle.
  • B. U.S. Army Field Manual FM 2-series (intelligence)
    The U.S. Army Field Manual FM 2-series (intelligence) is the primary doctrinal publication that defines concepts, roles, and procedures for conducting military intelligence operations within the U.S. Army.
  • C. Ranger Handbook
    The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
  • D. Operation Freedom’s Sentinel
    Operation Freedom’s Sentinel was a U.S.-led military mission in Afghanistan that succeeded Operation Enduring Freedom, focusing on counterterrorism operations and training Afghan security forces.
  • E. 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.
  • 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: U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
Triple: [David Petraeus, coAuthorOf, U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)]
Generated description
The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
Target entity description: The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
  • A. On Guerrilla Warfare
    On Guerrilla Warfare is Mao Zedong’s influential military treatise that outlines the theory, strategy, and tactics of protracted guerrilla war as a means for revolutionary struggle.
  • B. U.S. Army Field Manual FM 2-series (intelligence)
    The U.S. Army Field Manual FM 2-series (intelligence) is the primary doctrinal publication that defines concepts, roles, and procedures for conducting military intelligence operations within the U.S. Army.
  • C. Ranger Handbook
    The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
  • D. Operation Freedom’s Sentinel
    Operation Freedom’s Sentinel was a U.S.-led military mission in Afghanistan that succeeded Operation Enduring Freedom, focusing on counterterrorism operations and training Afghan security forces.
  • E. 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.
  • 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4dc3e2081909ff951fe73db277b completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016bf2608190a675cbd42e474082 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad0294353081908e29735d1b83f2cc completed March 8, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_69ad02f6bf288190bcb785762d14787c completed March 8, 2026, 5:02 a.m.
Created at: March 1, 2026, 8 p.m.