Triple

T11477340
Position Surface form Disambiguated ID Type / Status
Subject Division Sustainment Brigade E272055 entity
Predicate doctrinalSource P47420 FINISHED
Object U.S. Army Field Manual FM 4-0 (Sustainment)
U.S. Army Field Manual FM 4-0 (Sustainment) is the U.S. Army’s primary doctrinal publication that defines concepts, principles, and organizational roles for providing logistics and sustainment support to land operations.
E927628 NE FINISHED

How this triple was built (5 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 4-0 (Sustainment) | Statement: [Division Sustainment Brigade, doctrinalSource, U.S. Army Field Manual FM 4-0 (Sustainment)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Field Manual FM 4-0 (Sustainment)
Context triple: [Division Sustainment Brigade, doctrinalSource, U.S. Army Field Manual FM 4-0 (Sustainment)]
  • A. FM 3-01
    FM 3-01 is a U.S. Army field manual that provides doctrinal guidance for air defense artillery operations and employment.
  • B. 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.
  • C. 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.
  • D. Army Doctrine Publication 3-14
    Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
  • E. Army Doctrine Publication 3-0 Operations
    Army Doctrine Publication 3-0 Operations is the U.S. Army’s capstone doctrinal manual that defines how Army forces conduct operations across the range of military activities.
  • 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 4-0 (Sustainment)
Triple: [Division Sustainment Brigade, doctrinalSource, U.S. Army Field Manual FM 4-0 (Sustainment)]
Generated description
U.S. Army Field Manual FM 4-0 (Sustainment) is the U.S. Army’s primary doctrinal publication that defines concepts, principles, and organizational roles for providing logistics and sustainment support to land operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Field Manual FM 4-0 (Sustainment)
Target entity description: U.S. Army Field Manual FM 4-0 (Sustainment) is the U.S. Army’s primary doctrinal publication that defines concepts, principles, and organizational roles for providing logistics and sustainment support to land operations.
  • A. FM 3-01
    FM 3-01 is a U.S. Army field manual that provides doctrinal guidance for air defense artillery operations and employment.
  • B. 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.
  • C. 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.
  • D. Army Doctrine Publication 3-14
    Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
  • E. Army Doctrine Publication 3-0 Operations
    Army Doctrine Publication 3-0 Operations is the U.S. Army’s capstone doctrinal manual that defines how Army forces conduct operations across the range of military activities.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: doctrinalSource
Context triple: [Division Sustainment Brigade, doctrinalSource, U.S. Army Field Manual FM 4-0 (Sustainment)]
  • A. doctrinalPublication chosen
    Indicates that one entity is a publication that sets out, explains, or codifies the doctrines or official teachings associated with another entity.
  • B. religiousCanon
    Indicates that something is formally recognized as part of an established body of authoritative religious texts or doctrine.
  • C. hasTheologicalSourceIn
    Indicates that something derives its theological basis, authority, or origin from a specified source.
  • D. doctrinalSignificance
    Indicates the importance or impact that a doctrine or set of teachings has within a particular religious, legal, or ideological system.
  • E. doctrinalInfluenceOn
    Indicates that one doctrine has influenced, shaped, or contributed to the development of another doctrine.
  • F. None of above.

Provenance (6 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8294e0fe08190b018e840146e27ca completed April 9, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5e970743c8190a5be4d59d1b941d6 completed April 20, 2026, 8:53 a.m.
NEDg Description generation batch_69e5f15b37c8819083d9275ceb7b3806 completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f89dd4bc8190b0cccab8414a03aa completed April 20, 2026, 9:57 a.m.
PD Predicate disambiguation batch_69d8086ecd6c81908f424864857762d6 completed April 9, 2026, 8:13 p.m.
Created at: April 8, 2026, 9:36 p.m.