Triple

T470640
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Cyber School E8546 entity
Predicate supportsBranch P1204 FINISHED
Object U.S. Army Electronic Warfare career field
The U.S. Army Electronic Warfare career field comprises specialized soldiers who plan, coordinate, and execute operations to control and exploit the electromagnetic spectrum for tactical and strategic advantage.
E8546 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: U.S. Army Electronic Warfare career field | Statement: [U.S. Army Cyber School, supportsBranch, U.S. Army Electronic Warfare career field]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Electronic Warfare career field
Context triple: [U.S. Army Cyber School, supportsBranch, U.S. Army Electronic Warfare career field]
  • A. United States Army Cyber Command
    United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
  • B. U.S. Army Cyber School
    The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
  • C. 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.
  • D. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • E. Army Space and Missile Defense School
    The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting capabilities.
  • 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: U.S. Army Electronic Warfare career field
Triple: [U.S. Army Cyber School, supportsBranch, U.S. Army Electronic Warfare career field]
Generated description
The U.S. Army Electronic Warfare career field comprises specialized soldiers who plan, coordinate, and execute operations to control and exploit the electromagnetic spectrum for tactical and strategic advantage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Electronic Warfare career field
Target entity description: The U.S. Army Electronic Warfare career field comprises specialized soldiers who plan, coordinate, and execute operations to control and exploit the electromagnetic spectrum for tactical and strategic advantage.
  • A. United States Army Cyber Command
    United States Army Cyber Command is a major Army command responsible for conducting cyberspace operations, defending Army networks, and supporting U.S. Cyber Command in digital warfare and information security.
  • B. U.S. Army Cyber School chosen
    The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
  • C. 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.
  • D. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • E. Army Space and Missile Defense School
    The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting capabilities.
  • 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_69a2e7f3aeb48190a19453e3a043f486 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2f01ec5148190b74e1727712f1163 completed Feb. 28, 2026, 1:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69a462f9f1b88190a6c51368b5f80c5f completed March 1, 2026, 4:02 p.m.
NEDg Description generation batch_69a463afec188190893dec4417cb774c completed March 1, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69a4640129008190b7b69a87dd342936 completed March 1, 2026, 4:06 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.