Triple

T104911
Position Surface form Disambiguated ID Type / Status
Subject USASC E2117 entity
Predicate notableSchool P345 FINISHED
Object 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.
E12386 NE FINISHED

How this triple was built (5 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 Signal School | Statement: [USASC, notableSchool, U.S. Army Signal School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Signal School
Context triple: [USASC, notableSchool, U.S. Army Signal School]
  • A. 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.
  • B. Air University
    Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
  • C. United States Military Academy
    The United States Military Academy is a prestigious federal service academy at West Point, New York, that educates and commissions officers for the U.S. Army.
  • D. Marine Corps Base Quantico
    Marine Corps Base Quantico is a major United States Marine Corps installation in Virginia known as a primary center for Marine training, education, and research.
  • E. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts 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: U.S. Army Signal School
Triple: [USASC, notableSchool, U.S. Army Signal School]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Signal School
Target entity description: 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.
  • A. 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.
  • B. Air University
    Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
  • C. United States Military Academy
    The United States Military Academy is a prestigious federal service academy at West Point, New York, that educates and commissions officers for the U.S. Army.
  • D. Marine Corps Base Quantico
    Marine Corps Base Quantico is a major United States Marine Corps installation in Virginia known as a primary center for Marine training, education, and research.
  • E. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableSchool
Context triple: [USASC, notableSchool, U.S. Army Signal School]
  • A. notableStudent
    Indicates that a person is a distinguished or particularly significant student of another individual or institution.
  • B. notableCampusArea
    Indicates that a campus area is particularly significant, prominent, or well-known within the context of the institution.
  • C. isEducationalCenterOf chosen
    Indicates that an institution functions as the primary educational center serving, representing, or associated with a particular area, organization, or group.
  • D. notablePupil
    Indicates that one person is a distinguished or noteworthy student or protégé of another person.
  • E. schoolBoard
    Indicates that an entity serves as or is governed by a school board responsible for overseeing educational policies and administration.
  • F. None of above.

Provenance (6 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_69a24e0a5b7c81908d52da08c60dabc4 completed Feb. 28, 2026, 2:08 a.m.
NER Named-entity recognition batch_69a25711f6788190a22252ea3a3af394 completed Feb. 28, 2026, 2:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a284fed06c81909df34f4227f26e7d completed Feb. 28, 2026, 6:02 a.m.
NEDg Description generation batch_69a288901eb48190a733530e6e416f7b completed Feb. 28, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_69a28938f67c8190826c5cfeebd9e0f3 completed Feb. 28, 2026, 6:20 a.m.
PD Predicate disambiguation batch_69a2563be81c81908ccc5ed44edd6b8e completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.