Triple

T832906
Position Surface form Disambiguated ID Type / Status
Subject Marlborough Lines, Andover E18006 entity
Predicate garrison P75 FINISHED
Object Army Business Services (elements)
Army Business Services (elements) is a British Army support organization based at Marlborough Lines in Andover that provides business and administrative services to the wider Army.
E98062 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: Army Business Services (elements) | Statement: [Marlborough Lines, Andover, garrison, Army Business Services (elements)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army Business Services (elements)
Context triple: [Marlborough Lines, Andover, garrison, Army Business Services (elements)]
  • A. Headquarters and Service Battalion
    Headquarters and Service Battalion is a key administrative and support unit of the U.S. Marine Corps responsible for providing essential services and command support at Marine Corps Recruit Depot Parris Island.
  • B. Staff and Personnel Support Branch
    The Staff and Personnel Support Branch is a specialist component of the British Army responsible for human resources, personnel administration, and related support services.
  • C. Office of the Secretary of the Army
    The Office of the Secretary of the Army is the senior civilian administrative headquarters of the U.S. Army, responsible for overall policy, oversight, and resource management of the service.
  • D. Directorate of Support
    The Directorate of Support is the branch of the Central Intelligence Agency responsible for providing critical logistical, technical, and administrative services that enable the agency’s intelligence and operational missions.
  • E. Civilian War Services Division
    The Civilian War Services Division was a unit within the U.S. Office of Civilian Defense responsible for organizing and coordinating civilian support activities and social services on the home front during World War II.
  • 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: Army Business Services (elements)
Triple: [Marlborough Lines, Andover, garrison, Army Business Services (elements)]
Generated description
Army Business Services (elements) is a British Army support organization based at Marlborough Lines in Andover that provides business and administrative services to the wider Army.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army Business Services (elements)
Target entity description: Army Business Services (elements) is a British Army support organization based at Marlborough Lines in Andover that provides business and administrative services to the wider Army.
  • A. Headquarters and Service Battalion
    Headquarters and Service Battalion is a key administrative and support unit of the U.S. Marine Corps responsible for providing essential services and command support at Marine Corps Recruit Depot Parris Island.
  • B. Staff and Personnel Support Branch
    The Staff and Personnel Support Branch is a specialist component of the British Army responsible for human resources, personnel administration, and related support services.
  • C. Office of the Secretary of the Army
    The Office of the Secretary of the Army is the senior civilian administrative headquarters of the U.S. Army, responsible for overall policy, oversight, and resource management of the service.
  • D. Directorate of Support
    The Directorate of Support is the branch of the Central Intelligence Agency responsible for providing critical logistical, technical, and administrative services that enable the agency’s intelligence and operational missions.
  • E. Civilian War Services Division
    The Civilian War Services Division was a unit within the U.S. Office of Civilian Defense responsible for organizing and coordinating civilian support activities and social services on the home front during World War II.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abb647988190950e1790bcfa60a5 completed March 1, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d9991488190808adb29d3ad6273 completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a7799f87f08190ad393ce92c938030 completed March 4, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69a77a2ef9d08190abc60490b4409d79 completed March 4, 2026, 12:17 a.m.
Created at: March 1, 2026, 7:38 p.m.