Triple

T16741777
Position Surface form Disambiguated ID Type / Status
Subject British Army doctrine E406850 entity
Predicate hasComponent P35 FINISHED
Object Land Operations (ADP Land Operations)
Land Operations (ADP Land Operations) is the British Army’s core doctrinal publication that outlines how land forces are organized, employed, and integrated across the spectrum of military operations.
E1230274 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: Land Operations (ADP Land Operations) | Statement: [British Army doctrine, hasComponent, Land Operations (ADP Land Operations)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Land Operations (ADP Land Operations)
Context triple: [British Army doctrine, hasComponent, Land Operations (ADP Land Operations)]
  • A. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • B. 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.
  • C. AJP-3.2 Allied Joint Doctrine for Land Operations
    AJP-3.2 Allied Joint Doctrine for Land Operations is a NATO publication that provides the overarching principles, concepts, and guidance for planning and conducting multinational land operations within the Alliance.
  • 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. Commando Operaties Landcomponent
    Commando Operaties Landcomponent is the Belgian Army’s land component command responsible for organizing, training, and deploying the country’s ground forces.
  • 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: Land Operations (ADP Land Operations)
Triple: [British Army doctrine, hasComponent, Land Operations (ADP Land Operations)]
Generated description
Land Operations (ADP Land Operations) is the British Army’s core doctrinal publication that outlines how land forces are organized, employed, and integrated across the spectrum of military operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Land Operations (ADP Land Operations)
Target entity description: Land Operations (ADP Land Operations) is the British Army’s core doctrinal publication that outlines how land forces are organized, employed, and integrated across the spectrum of military operations.
  • A. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • B. 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.
  • C. AJP-3.2 Allied Joint Doctrine for Land Operations
    AJP-3.2 Allied Joint Doctrine for Land Operations is a NATO publication that provides the overarching principles, concepts, and guidance for planning and conducting multinational land operations within the Alliance.
  • 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. Commando Operaties Landcomponent
    Commando Operaties Landcomponent is the Belgian Army’s land component command responsible for organizing, training, and deploying the country’s ground forces.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3f49808190b543d8da34031f3d completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d52d88081909695a08d00bd2257 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009dd925308190a82c6ef014b37333 completed May 10, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a009e9b9874819084060408cdc44d0b completed May 10, 2026, 3:04 p.m.
Created at: April 10, 2026, 5:21 a.m.