Triple

T2111742
Position Surface form Disambiguated ID Type / Status
Subject Office of Elementary and Secondary Education E42518 entity
Predicate overseesProgram P86 FINISHED
Object Rural Education Achievement Program
The Rural Education Achievement Program is a federal initiative that provides targeted financial and technical support to help small, rural school districts improve student achievement and educational opportunities.
E234112 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: Rural Education Achievement Program | Statement: [Office of Elementary and Secondary Education, overseesProgram, Rural Education Achievement Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rural Education Achievement Program
Context triple: [Office of Elementary and Secondary Education, overseesProgram, Rural Education Achievement Program]
  • A. Rural Area Formula Program
    The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
  • B. Rural Health Care program
    The Rural Health Care program is a U.S. federal initiative that subsidizes telecommunications and broadband services to help healthcare providers in rural areas improve patient care and access to medical resources.
  • C. Rappaport Urban Scholars program
    The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
  • D. Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP)
    Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) is a U.S. federal initiative that supports low-income and underserved students in preparing for and succeeding in postsecondary education through long-term, cohort-based services and scholarships.
  • E. National Academy Program
    The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
  • 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: Rural Education Achievement Program
Triple: [Office of Elementary and Secondary Education, overseesProgram, Rural Education Achievement Program]
Generated description
The Rural Education Achievement Program is a federal initiative that provides targeted financial and technical support to help small, rural school districts improve student achievement and educational opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rural Education Achievement Program
Target entity description: The Rural Education Achievement Program is a federal initiative that provides targeted financial and technical support to help small, rural school districts improve student achievement and educational opportunities.
  • A. Rural Area Formula Program
    The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
  • B. Rural Health Care program
    The Rural Health Care program is a U.S. federal initiative that subsidizes telecommunications and broadband services to help healthcare providers in rural areas improve patient care and access to medical resources.
  • C. Rappaport Urban Scholars program
    The Rappaport Urban Scholars program is a fellowship initiative that supports and develops emerging public-sector leaders committed to improving governance and policy in Greater Boston.
  • D. Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP)
    Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) is a U.S. federal initiative that supports low-income and underserved students in preparing for and succeeding in postsecondary education through long-term, cohort-based services and scholarships.
  • E. National Academy Program
    The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
  • 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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb0369a88190af02f0e4e05e2511 completed March 7, 2026, 5:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae30721e1c8190869d577f58015141 completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae3112c4648190952ad02ef8037b36 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae319b3d688190adea922024e552cd completed March 9, 2026, 2:34 a.m.
Created at: March 4, 2026, 7:43 p.m.