Triple

T1951016
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army John F. Kennedy Special Warfare Center and School E42155 entity
Predicate component P35 FINISHED
Object 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.
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: Special Warfare Medical Group | Statement: [U.S. Army John F. Kennedy Special Warfare Center and School, component, Special Warfare Medical Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Warfare Medical Group
Context triple: [U.S. Army John F. Kennedy Special Warfare Center and School, component, Special Warfare Medical Group]
  • A. Special Warfare Education Group
    The Special Warfare Education Group is a key training and education element within the U.S. Army’s John F. Kennedy Special Warfare Center and School, responsible for developing and instructing special operations forces in advanced unconventional warfare skills.
  • B. Special Warfare Training Group
    The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
  • C. 1st Special Operations Medical Group
    The 1st Special Operations Medical Group is a U.S. Air Force medical unit that provides healthcare and medical support to special operations personnel and their families.
  • D. Special Forces Support Group
    The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
  • E. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • 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: Special Warfare Medical Group
Triple: [U.S. Army John F. Kennedy Special Warfare Center and School, component, Special Warfare Medical Group]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Warfare Medical Group
Target entity description: 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.
  • A. Special Warfare Education Group
    The Special Warfare Education Group is a key training and education element within the U.S. Army’s John F. Kennedy Special Warfare Center and School, responsible for developing and instructing special operations forces in advanced unconventional warfare skills.
  • B. Special Warfare Training Group
    The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
  • C. 1st Special Operations Medical Group
    The 1st Special Operations Medical Group is a U.S. Air Force medical unit that provides healthcare and medical support to special operations personnel and their families.
  • D. Special Forces Support Group
    The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
  • E. Special Forces Branch
    The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb34d94fc8190a5bf1e582c77c725 completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0acad6408190ac31a3f817df1360 completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0b9c8d3881908582542da9176ede completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0f609210819093427e1d73b61198 completed March 9, 2026, 12:08 a.m.
Created at: March 4, 2026, 7:36 p.m.