Triple

T4596072
Position Surface form Disambiguated ID Type / Status
Subject Air Reserve Technicians E100206 entity
Predicate similarTo P4460 FINISHED
Object Army Reserve Technicians
Army Reserve Technicians are dual-status civilian employees who provide full-time support to the U.S. Army Reserve while also serving as uniformed reservists, ensuring continuity, training, and readiness of reserve units.
 E459513 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 Reserve Technicians | Statement: [Air Reserve Technicians, similarTo, Army Reserve Technicians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Army Reserve Technicians
Context triple: [Air Reserve Technicians, similarTo, Army Reserve Technicians]
  • A. Air Reserve Technicians
    Air Reserve Technicians are dual-status civilian and military personnel who provide full-time support, continuity, and expertise to Air Force Reserve units while also serving as reservists.
  • B. Army Reserve
    The Army Reserve is the part-time military force of the French Army composed of trained reservists who support and reinforce active-duty units when needed.
  • C. Army Reserve
    The Army Reserve is the volunteer part-time component of the British Army, made up of trained civilians who support and augment regular forces in the UK and overseas.
  • D. Army Reserve
    The Army Reserve is the United States Army’s federal reserve force of part-time soldiers who support and augment active-duty units during peacetime and wartime operations.
  • E. Army Reserve
    The Army Reserve is the part-time volunteer military force that supplements and supports the full-time Australian Army in national defense and domestic operations.
  • 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 Reserve Technicians
Triple: [Air Reserve Technicians, similarTo, Army Reserve Technicians]
Generated description
Army Reserve Technicians are dual-status civilian employees who provide full-time support to the U.S. Army Reserve while also serving as uniformed reservists, ensuring continuity, training, and readiness of reserve units.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Army Reserve Technicians
Target entity description: Army Reserve Technicians are dual-status civilian employees who provide full-time support to the U.S. Army Reserve while also serving as uniformed reservists, ensuring continuity, training, and readiness of reserve units.
  • A. Air Reserve Technicians
    Air Reserve Technicians are dual-status civilian and military personnel who provide full-time support, continuity, and expertise to Air Force Reserve units while also serving as reservists.
  • B. Army Reserve
    The Army Reserve is the part-time military force of the French Army composed of trained reservists who support and reinforce active-duty units when needed.
  • C. Army Reserve
    The Army Reserve is the volunteer part-time component of the British Army, made up of trained civilians who support and augment regular forces in the UK and overseas.
  • D. Army Reserve
    The Army Reserve is the United States Army’s federal reserve force of part-time soldiers who support and augment active-duty units during peacetime and wartime operations.
  • E. Army Reserve
    The Army Reserve is the part-time volunteer military force that supplements and supports the full-time Australian Army in national defense and domestic operations.
  • 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd593f25888190a4f219e4da494764 completed March 20, 2026, 2:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa4552148190be200be028ef3fdd completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfb37b1448190a4001b9ed2b79012 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc0e456c81908efa3858d981ccc0 completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:11 p.m.