Triple

T18558660

Position	Surface form	Disambiguated ID	Type / Status
Subject	Frederick A. P. Barnard	`E453570`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Barnard's American Journal of Education Barnard's American Journal of Education was a 19th-century American periodical devoted to educational theory, practice, and reform, edited and published under the direction of educator Frederick A. P. Barnard.	`E1330222`	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: Barnard's American Journal of Education | Statement: [Frederick A. P. Barnard, notableWork, Barnard's American Journal of Education]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Barnard's American Journal of Education
Context triple: [Frederick A. P. Barnard, notableWork, Barnard's American Journal of Education]

A. Considerations on National Education
"Considerations on National Education" is a 19th-century work by translator and writer Sarah Austin that examines principles and policies for organizing and improving national education systems.
B. Harvard Educational Review
Harvard Educational Review is a scholarly journal that publishes research and critical analysis on education theory, policy, and practice.
C. The Theory of Education in the United States
The Theory of Education in the United States is a critical examination of American schooling by libertarian thinker Albert Jay Nock, arguing that mass education undermines genuine intellectual and moral development.
D. The Relations of the State to Education
The Relations of the State to Education is a 19th-century work by educator John Milton Gregory that examines and argues for the proper role and responsibilities of government in public education.
E. Lectures on Education
"Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
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: Barnard's American Journal of Education
Triple: [Frederick A. P. Barnard, notableWork, Barnard's American Journal of Education]

Generated description

Barnard's American Journal of Education was a 19th-century American periodical devoted to educational theory, practice, and reform, edited and published under the direction of educator Frederick A. P. Barnard.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Barnard's American Journal of Education
Target entity description: Barnard's American Journal of Education was a 19th-century American periodical devoted to educational theory, practice, and reform, edited and published under the direction of educator Frederick A. P. Barnard.

A. Considerations on National Education
"Considerations on National Education" is a 19th-century work by translator and writer Sarah Austin that examines principles and policies for organizing and improving national education systems.
B. Harvard Educational Review
Harvard Educational Review is a scholarly journal that publishes research and critical analysis on education theory, policy, and practice.
C. The Theory of Education in the United States
The Theory of Education in the United States is a critical examination of American schooling by libertarian thinker Albert Jay Nock, arguing that mass education undermines genuine intellectual and moral development.
D. The Relations of the State to Education
The Relations of the State to Education is a 19th-century work by educator John Milton Gregory that examines and argues for the proper role and responsibilities of government in public education.
E. Lectures on Education
"Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
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_69d8d388b0c881908e610a1c45b52640`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e53808c3fc8190aac38b29296cee13`	completed	April 19, 2026, 8:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a049ae3eb148190a7e2583f26c1a0eb`	completed	May 13, 2026, 3:38 p.m.
NEDg	Description generation	`batch_6a049c355cb08190a63addeba8293e5c`	completed	May 13, 2026, 3:43 p.m.
NED2	Entity disambiguation (via description)	`batch_6a049cfa32588190a6e4abf128aced0a`	completed	May 13, 2026, 3:47 p.m.

Created at: April 10, 2026, 11:41 a.m.