Triple

T9418844
Position Surface form Disambiguated ID Type / Status
Subject Special Warfare Medical Group E227096 entity
Predicate partOf P40 FINISHED
Object Army special operations medical system
The Army special operations medical system is the integrated network of specialized medical units, personnel, and support capabilities that provide advanced, mission-tailored healthcare to U.S. Army special operations forces in training and combat environments.
E227096 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 special operations medical system | Statement: [Special Warfare Medical Group, partOf, Army special operations medical system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army special operations medical system
Context triple: [Special Warfare Medical Group, partOf, Army special operations medical system]
  • A. Special Operations Forces Health Services
    Special Operations Forces Health Services is a specialized Canadian military medical unit that provides dedicated healthcare and operational medical support to Canada’s special operations forces.
  • B. Special Warfare Medical Group
    The Special Warfare Medical Group is a U.S. Army organization responsible for training and developing special operations medical personnel to support Army Special Forces and other elite units.
  • C. Military Emergency Unit
    The Military Emergency Unit is a specialized branch of Spain’s armed forces dedicated to responding to natural disasters, major emergencies, and other civil protection crises within the country and abroad.
  • D. Special Forces
    Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
  • E. U.S. military health system
    The U.S. military health system is the integrated network of medical facilities, personnel, and programs that provides healthcare services to active-duty service members, military retirees, and their families.
  • 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 special operations medical system
Triple: [Special Warfare Medical Group, partOf, Army special operations medical system]
Generated description
The Army special operations medical system is the integrated network of specialized medical units, personnel, and support capabilities that provide advanced, mission-tailored healthcare to U.S. Army special operations forces in training and combat environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army special operations medical system
Target entity description: The Army special operations medical system is the integrated network of specialized medical units, personnel, and support capabilities that provide advanced, mission-tailored healthcare to U.S. Army special operations forces in training and combat environments.
  • A. Special Operations Forces Health Services
    Special Operations Forces Health Services is a specialized Canadian military medical unit that provides dedicated healthcare and operational medical support to Canada’s special operations forces.
  • B. Special Warfare Medical Group chosen
    The Special Warfare Medical Group is a U.S. Army organization responsible for training and developing special operations medical personnel to support Army Special Forces and other elite units.
  • C. Military Emergency Unit
    The Military Emergency Unit is a specialized branch of Spain’s armed forces dedicated to responding to natural disasters, major emergencies, and other civil protection crises within the country and abroad.
  • D. Special Forces
    Special Forces are elite military units trained for specialized operations such as unconventional warfare, counterterrorism, reconnaissance, and direct action, often operating in small, highly skilled teams.
  • E. U.S. military health system
    The U.S. military health system is the integrated network of medical facilities, personnel, and programs that provides healthcare services to active-duty service members, military retirees, and their families.
  • F. None of above.

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_69ca84359e7c819091148ba4b670e436 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd68cd1e3481909abcb715e2398120 completed April 1, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107c4d73881909ac38781fe90b1da completed April 4, 2026, 12:44 p.m.
NEDg Description generation batch_69d1085a980c8190b4c6d811b07ab180 completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d1093f440481909aa27287019191ac completed April 4, 2026, 12:51 p.m.
Created at: March 30, 2026, 7:48 p.m.