Triple

T789372

Position	Surface form	Disambiguated ID	Type / Status
Subject	Clark Kerr	`E16876`	entity
Predicate	memberOf	`P10`	FINISHED
Object	National Academy of Education The National Academy of Education is an honorific society of leading scholars dedicated to advancing high-quality research and policy in education.	`E93881`	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: National Academy of Education | Statement: [Clark Kerr, memberOf, National Academy of Education]

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

Target entity: National Academy of Education
Context triple: [Clark Kerr, memberOf, National Academy of Education]

A. Institute of Education Sciences
The Institute of Education Sciences is the independent research, evaluation, and statistics arm of the U.S. federal education system, responsible for providing rigorous evidence to inform education policy and practice.
B. Institute of Educational Studies
The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.
C. Harvard Graduate School of Education
The Harvard Graduate School of Education is a leading graduate institution dedicated to research, policy, and practice in education, known for shaping influential educators and education leaders worldwide.
D. 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.
E. Graduate School of Education and Human Development
The Graduate School of Education and Human Development is George Washington University’s school dedicated to advanced study and research in education, human development, and related professional fields.
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: National Academy of Education
Triple: [Clark Kerr, memberOf, National Academy of Education]

Generated description

The National Academy of Education is an honorific society of leading scholars dedicated to advancing high-quality research and policy in education.

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

Target entity: National Academy of Education
Target entity description: The National Academy of Education is an honorific society of leading scholars dedicated to advancing high-quality research and policy in education.

A. Institute of Education Sciences
The Institute of Education Sciences is the independent research, evaluation, and statistics arm of the U.S. federal education system, responsible for providing rigorous evidence to inform education policy and practice.
B. Institute of Educational Studies
The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.
C. Harvard Graduate School of Education
The Harvard Graduate School of Education is a leading graduate institution dedicated to research, policy, and practice in education, known for shaping influential educators and education leaders worldwide.
D. 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.
E. Graduate School of Education and Human Development
The Graduate School of Education and Human Development is George Washington University’s school dedicated to advanced study and research in education, human development, and related professional fields.
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_69a4936cb7448190914f5fe4b8d81607`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a7841b0c8190859ecd247e32c6ec`	completed	March 1, 2026, 8:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a6787eac608190acc40d56f827284e`	completed	March 3, 2026, 5:58 a.m.
NEDg	Description generation	`batch_69a67a663f6c819084b5dffdde3531aa`	completed	March 3, 2026, 6:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69a67b1d50b0819088232ad797babced`	completed	March 3, 2026, 6:09 a.m.

Created at: March 1, 2026, 7:38 p.m.