Triple

T5478650

Position	Surface form	Disambiguated ID	Type / Status
Subject	President of Yale University	`E123416`	entity
Predicate	oversees	`P46`	FINISHED
Object	Yale professional schools Yale professional schools are the university’s graduate-level professional institutions, such as its law, medicine, management, and other specialized schools, that provide advanced training in specific careers and disciplines.	`E522201`	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: Yale professional schools | Statement: [President of Yale University, oversees, Yale professional schools]

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

Target entity: Yale professional schools
Context triple: [President of Yale University, oversees, Yale professional schools]

A. Yale Graduate School of Arts and Sciences
The Yale Graduate School of Arts and Sciences is Yale University's graduate division dedicated to advanced study and research across the humanities, social sciences, and natural sciences.
B. Yale School of Management
Yale School of Management is the graduate business school of Yale University, known for its integrated curriculum, strong emphasis on leadership and social impact, and global orientation.
C. Yale College
Yale College is the undergraduate liberal arts college of Yale University, offering a broad curriculum within a residential college system.
D. Yale Gordon College of Arts and Sciences
Yale Gordon College of Arts and Sciences is a liberal arts and sciences college within the University of Baltimore offering undergraduate and graduate programs in the humanities, social sciences, and related fields.
E. Yale College residential colleges
Yale College residential colleges are a system of undergraduate living and learning communities that provide students with smaller, close-knit social and academic environments within Yale University.
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: Yale professional schools
Triple: [President of Yale University, oversees, Yale professional schools]

Generated description

Yale professional schools are the university’s graduate-level professional institutions, such as its law, medicine, management, and other specialized schools, that provide advanced training in specific careers and disciplines.

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

Target entity: Yale professional schools
Target entity description: Yale professional schools are the university’s graduate-level professional institutions, such as its law, medicine, management, and other specialized schools, that provide advanced training in specific careers and disciplines.

A. Yale Graduate School of Arts and Sciences
The Yale Graduate School of Arts and Sciences is Yale University's graduate division dedicated to advanced study and research across the humanities, social sciences, and natural sciences.
B. Yale School of Management
Yale School of Management is the graduate business school of Yale University, known for its integrated curriculum, strong emphasis on leadership and social impact, and global orientation.
C. Yale College
Yale College is the undergraduate liberal arts college of Yale University, offering a broad curriculum within a residential college system.
D. Yale Gordon College of Arts and Sciences
Yale Gordon College of Arts and Sciences is a liberal arts and sciences college within the University of Baltimore offering undergraduate and graduate programs in the humanities, social sciences, and related fields.
E. Yale College residential colleges
Yale College residential colleges are a system of undergraduate living and learning communities that provide students with smaller, close-knit social and academic environments within Yale University.
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_69bd4648883481909e9775d43300c5fa`	completed	March 20, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69bd9247a16c8190ac5a02534da48853`	completed	March 20, 2026, 6:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf48a001c081909b0e9f1b36fd10db`	completed	March 22, 2026, 1:40 a.m.
NEDg	Description generation	`batch_69bf496861f08190aca539510ddfebbc`	completed	March 22, 2026, 1:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69bf49c564188190b4b3a40ee09b0461`	completed	March 22, 2026, 1:45 a.m.

Created at: March 20, 2026, 2:09 p.m.