Triple

T475659
Position Surface form Disambiguated ID Type / Status
Subject Army Military Intelligence E9054 entity
Predicate governingDoctrine P4353 FINISHED
Object 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.
 E59740 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 Field Manual FM 2-series (intelligence) | Statement: [Army Military Intelligence, governingDoctrine, U.S. Army Field Manual FM 2-series (intelligence)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Army Field Manual FM 2-series (intelligence)
Context triple: [Army Military Intelligence, governingDoctrine, U.S. Army Field Manual FM 2-series (intelligence)]
  • A. Army Pamphlet 670-1
    Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
  • B. Army Military Intelligence
    Army Military Intelligence is the U.S. Army’s intelligence branch responsible for collecting, analyzing, and disseminating information to support military operations and national security objectives.
  • 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. U.S. Army Intelligence Center of Excellence
    The U.S. Army Intelligence Center of Excellence is the Army’s primary institution for training, developing doctrine, and advancing capabilities in military intelligence.
  • E. Semper Paratus
    Semper Paratus is the Latin motto of the United States Coast Guard, meaning "Always Ready" and symbolizing the service’s constant preparedness and vigilance.
  • 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 Field Manual FM 2-series (intelligence)
Triple: [Army Military Intelligence, governingDoctrine, U.S. Army Field Manual FM 2-series (intelligence)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Army Field Manual FM 2-series (intelligence)
Target entity description: 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.
  • A. Army Pamphlet 670-1
    Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
  • B. Army Military Intelligence
    Army Military Intelligence is the U.S. Army’s intelligence branch responsible for collecting, analyzing, and disseminating information to support military operations and national security objectives.
  • 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. U.S. Army Intelligence Center of Excellence
    The U.S. Army Intelligence Center of Excellence is the Army’s primary institution for training, developing doctrine, and advancing capabilities in military intelligence.
  • E. Semper Paratus
    Semper Paratus is the Latin motto of the United States Coast Guard, meaning "Always Ready" and symbolizing the service’s constant preparedness and vigilance.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f03b5e5081908ee3dba9d19a6871 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a468010c10819090d325d6c3d6f50c completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a468b2515881908bc2beb93685f404 completed March 1, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69a46912b7f48190979fb2ebd8e027e9 completed March 1, 2026, 4:28 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.