Triple

T15275097
Position Surface form Disambiguated ID Type / Status
Subject Veterans Affairs Canada E365116 entity
Predicate providesProgram P15106 FINISHED
Object Education and Training Benefit
The Education and Training Benefit is a Canadian federal program that offers financial support to eligible veterans to pursue post-secondary education, training, or career transition services after their military service.
E1146478 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: Education and Training Benefit | Statement: [Veterans Affairs Canada, providesProgram, Education and Training Benefit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education and Training Benefit
Context triple: [Veterans Affairs Canada, providesProgram, Education and Training Benefit]
  • A. Survivors’ and Dependents’ Educational Assistance
    Survivors’ and Dependents’ Educational Assistance is a U.S. Department of Veterans Affairs benefit program that provides education and training support to eligible dependents and survivors of certain veterans and service members.
  • B. Education Service
    Education Service is a division of the U.S. Department of Veterans Affairs that administers and manages education benefits programs for veterans, service members, and their families.
  • C. Bridge School Benefit
    The Bridge School Benefit was an annual acoustic charity concert organized by Neil Young and held in California to raise funds for the education of children with severe physical and speech impairments.
  • D. Educational Opportunities Section
    The Educational Opportunities Section is a unit within the U.S. Department of Justice that enforces federal laws prohibiting discrimination in education and works to ensure equal access to educational opportunities.
  • E. Practical Education
    "Practical Education" is an influential late-18th-century treatise on child-rearing and pedagogy that emphasizes experiential learning and rational instruction, co-authored by Richard Lovell Edgeworth and his daughter Maria Edgeworth.
  • 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: Education and Training Benefit
Triple: [Veterans Affairs Canada, providesProgram, Education and Training Benefit]
Generated description
The Education and Training Benefit is a Canadian federal program that offers financial support to eligible veterans to pursue post-secondary education, training, or career transition services after their military service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education and Training Benefit
Target entity description: The Education and Training Benefit is a Canadian federal program that offers financial support to eligible veterans to pursue post-secondary education, training, or career transition services after their military service.
  • A. Survivors’ and Dependents’ Educational Assistance
    Survivors’ and Dependents’ Educational Assistance is a U.S. Department of Veterans Affairs benefit program that provides education and training support to eligible dependents and survivors of certain veterans and service members.
  • B. Education Service
    Education Service is a division of the U.S. Department of Veterans Affairs that administers and manages education benefits programs for veterans, service members, and their families.
  • C. Bridge School Benefit
    The Bridge School Benefit was an annual acoustic charity concert organized by Neil Young and held in California to raise funds for the education of children with severe physical and speech impairments.
  • D. Educational Opportunities Section
    The Educational Opportunities Section is a unit within the U.S. Department of Justice that enforces federal laws prohibiting discrimination in education and works to ensure equal access to educational opportunities.
  • E. Practical Education
    "Practical Education" is an influential late-18th-century treatise on child-rearing and pedagogy that emphasizes experiential learning and rational instruction, co-authored by Richard Lovell Edgeworth and his daughter Maria Edgeworth.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00952731c8190bf6a5e6e10c95b94 completed April 15, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee6069f488190b74793200e5698ff completed May 9, 2026, 7:45 a.m.
NEDg Description generation batch_69fee82a8ab08190813620457c5357b4 completed May 9, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69fee8cce6c0819084b425b5cd09efe0 completed May 9, 2026, 7:57 a.m.
Created at: April 10, 2026, 3:14 a.m.