Triple

T2267675

Position	Surface form	Disambiguated ID	Type / Status
Subject	Abraham Flexner	`E50184`	entity
Predicate	employer	`P7`	FINISHED
Object	Carnegie Foundation for the Advancement of Teaching The Carnegie Foundation for the Advancement of Teaching is a U.S.-based philanthropic organization dedicated to improving teaching and education through research, policy analysis, and innovation.	`E250722`	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: Carnegie Foundation for the Advancement of Teaching | Statement: [Abraham Flexner, employer, Carnegie Foundation for the Advancement of Teaching]

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

Target entity: Carnegie Foundation for the Advancement of Teaching
Context triple: [Abraham Flexner, employer, Carnegie Foundation for the Advancement of Teaching]

A. 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.
B. 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.
C. Andrew W. Mellon Foundation
The Andrew W. Mellon Foundation is a major American philanthropic organization that primarily supports the arts, humanities, and higher education through grants and endowments.
D. Alfred P. Sloan Foundation
The Alfred P. Sloan Foundation is a U.S.-based philanthropic nonprofit organization that funds research and education in science, technology, engineering, mathematics, and economics.
E. Carnegie Corporation of New York
Carnegie Corporation of New York is a major philanthropic foundation that supports education, democracy, and international peace initiatives in the United States and around the world.
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: Carnegie Foundation for the Advancement of Teaching
Triple: [Abraham Flexner, employer, Carnegie Foundation for the Advancement of Teaching]

Generated description

The Carnegie Foundation for the Advancement of Teaching is a U.S.-based philanthropic organization dedicated to improving teaching and education through research, policy analysis, and innovation.

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

Target entity: Carnegie Foundation for the Advancement of Teaching
Target entity description: The Carnegie Foundation for the Advancement of Teaching is a U.S.-based philanthropic organization dedicated to improving teaching and education through research, policy analysis, and innovation.

A. 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.
B. 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.
C. Andrew W. Mellon Foundation
The Andrew W. Mellon Foundation is a major American philanthropic organization that primarily supports the arts, humanities, and higher education through grants and endowments.
D. Alfred P. Sloan Foundation
The Alfred P. Sloan Foundation is a U.S.-based philanthropic nonprofit organization that funds research and education in science, technology, engineering, mathematics, and economics.
E. Carnegie Corporation of New York
Carnegie Corporation of New York is a major philanthropic foundation that supports education, democracy, and international peace initiatives in the United States and around the world.
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_69a88b01e0048190ba96431b5f990ba9`	completed	March 4, 2026, 7:41 p.m.
NER	Named-entity recognition	`batch_69abc1bbb49c8190822c7d809375e879`	completed	March 7, 2026, 6:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae71d492a48190be58396831e87ea0`	completed	March 9, 2026, 7:08 a.m.
NEDg	Description generation	`batch_69ae72bdc5dc81908f475353999161e4`	completed	March 9, 2026, 7:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae76720e3c8190aeb82dd8779ff715`	completed	March 9, 2026, 7:27 a.m.

Created at: March 4, 2026, 7:48 p.m.