Triple

T630070
Position Surface form Disambiguated ID Type / Status
Subject Margaret Craig McNamara E15905 entity
Predicate areaOfInfluence P9 FINISHED
Object United States education system
The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
E78538 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: United States education system | Statement: [Margaret Craig McNamara, areaOfInfluence, United States education system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States education system
Context triple: [Margaret Craig McNamara, areaOfInfluence, United States education system]
  • A. United States Department of Education
    The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
  • B. United States Armed Forces education system
    The United States Armed Forces education system is the network of military academies, training schools, and professional education institutions that prepare and develop officers and enlisted personnel for service in the U.S. Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard.
  • C. The American High School Today
    "The American High School Today" is an influential 1959 educational report by James B. Conant that analyzed the state of U.S. secondary education and proposed reforms to improve comprehensive high schools.
  • D. Department of Education Organization Act
    The Department of Education Organization Act is the U.S. federal law that reorganized education-related functions and established the United States Department of Education as a Cabinet-level agency.
  • E. Board of Education
    The Board of Education is the elected or appointed body responsible for setting policies, overseeing administration, and guiding the educational direction of a public school district.
  • 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: United States education system
Triple: [Margaret Craig McNamara, areaOfInfluence, United States education system]
Generated description
The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States education system
Target entity description: The United States education system is a decentralized network of public and private institutions from early childhood through higher education, shaped by federal, state, and local policies and characterized by significant diversity in quality, funding, and curricular standards.
  • A. United States Department of Education
    The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
  • B. United States Armed Forces education system
    The United States Armed Forces education system is the network of military academies, training schools, and professional education institutions that prepare and develop officers and enlisted personnel for service in the U.S. Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard.
  • C. The American High School Today
    "The American High School Today" is an influential 1959 educational report by James B. Conant that analyzed the state of U.S. secondary education and proposed reforms to improve comprehensive high schools.
  • D. Department of Education Organization Act
    The Department of Education Organization Act is the U.S. federal law that reorganized education-related functions and established the United States Department of Education as a Cabinet-level agency.
  • E. Board of Education
    The Board of Education is the elected or appointed body responsible for setting policies, overseeing administration, and guiding the educational direction of a public school district.
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec051bc8190b3e3f8651a367d77 completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56939d6ec81909770c4484605763b completed March 2, 2026, 10:40 a.m.
NEDg Description generation batch_69a569ab830081908af0044ddeaf16e9 completed March 2, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_69a569fa62d4819080d2da9236f18206 completed March 2, 2026, 10:44 a.m.
Created at: March 1, 2026, 7:35 p.m.