Triple

T3877626

Position	Surface form	Disambiguated ID	Type / Status
Subject	Linda A. Livingstone	`E92540`	entity
Predicate	memberOf	`P10`	FINISHED
Object	American Council on Education The American Council on Education is a major coordinating body for U.S. higher education institutions, providing leadership, advocacy, and policy guidance on national education issues.	`E395197`	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: American Council on Education | Statement: [Linda A. Livingstone, memberOf, American Council on Education]

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

Target entity: American Council on Education
Context triple: [Linda A. Livingstone, memberOf, American Council on Education]

A. Council of Independent Colleges
The Council of Independent Colleges is a national association that supports and advocates for private, nonprofit liberal arts colleges and universities in the United States.
B. American Association of State Colleges and Universities
The American Association of State Colleges and Universities is a U.S.-based higher education association representing public colleges, universities, and systems that are committed to accessible, affordable, and high-quality undergraduate and graduate education.
C. American Association of University Professors
The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
D. 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.
E. Association of American Universities
The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
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: American Council on Education
Triple: [Linda A. Livingstone, memberOf, American Council on Education]

Generated description

The American Council on Education is a major coordinating body for U.S. higher education institutions, providing leadership, advocacy, and policy guidance on national education issues.

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

Target entity: American Council on Education
Target entity description: The American Council on Education is a major coordinating body for U.S. higher education institutions, providing leadership, advocacy, and policy guidance on national education issues.

A. Council of Independent Colleges
The Council of Independent Colleges is a national association that supports and advocates for private, nonprofit liberal arts colleges and universities in the United States.
B. American Association of State Colleges and Universities
The American Association of State Colleges and Universities is a U.S.-based higher education association representing public colleges, universities, and systems that are committed to accessible, affordable, and high-quality undergraduate and graduate education.
C. American Association of University Professors
The American Association of University Professors is a professional organization that advocates for academic freedom, shared governance, and fair working conditions in higher education institutions across the United States.
D. 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.
E. Association of American Universities
The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
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_69aed967448c819086c4b358d37b25aa`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aeec72fa7c81909c73b3cf90597e9a`	completed	March 9, 2026, 3:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b51251609c81909e19132475eb612d`	completed	March 14, 2026, 7:46 a.m.
NEDg	Description generation	`batch_69b512d3e4ac8190834746b5b1a15fc4`	completed	March 14, 2026, 7:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69b51339ee948190a7c9ab3c5eb106da`	completed	March 14, 2026, 7:50 a.m.

Created at: March 9, 2026, 3:20 p.m.