Triple

T1479363

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wesleyan University	`E30915`	entity
Predicate	hasProgram	`P178`	FINISHED
Object	Graduate Liberal Studies Program The Graduate Liberal Studies Program is Wesleyan University’s interdisciplinary graduate program offering flexible, advanced study across the liberal arts for adult and continuing education students.	`E169030`	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: Graduate Liberal Studies Program | Statement: [Wesleyan University, hasProgram, Graduate Liberal Studies Program]

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

Target entity: Graduate Liberal Studies Program
Context triple: [Wesleyan University, hasProgram, Graduate Liberal Studies Program]

A. Faculty of Liberal Arts & Professional Studies
The Faculty of Liberal Arts & Professional Studies is York University’s largest academic division, offering a wide range of programs in the humanities, social sciences, and professional fields.
B. School of Liberal Arts
The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
C. College of General Studies
The College of General Studies is an undergraduate division of Boston University that offers a two-year, interdisciplinary liberal arts curriculum before students transition into degree programs in other BU schools and colleges.
D. Program in Law and Public Service
The Program in Law and Public Service at the University of Virginia School of Law is a specialized academic and career-support initiative that prepares law students for careers dedicated to public interest, government service, and social justice.
E. School of Graduate Studies
The School of Graduate Studies is the division of North Carolina Central University that oversees and administers its advanced degree and graduate education programs.
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: Graduate Liberal Studies Program
Triple: [Wesleyan University, hasProgram, Graduate Liberal Studies Program]

Generated description

The Graduate Liberal Studies Program is Wesleyan University’s interdisciplinary graduate program offering flexible, advanced study across the liberal arts for adult and continuing education students.

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

Target entity: Graduate Liberal Studies Program
Target entity description: The Graduate Liberal Studies Program is Wesleyan University’s interdisciplinary graduate program offering flexible, advanced study across the liberal arts for adult and continuing education students.

A. Faculty of Liberal Arts & Professional Studies
The Faculty of Liberal Arts & Professional Studies is York University’s largest academic division, offering a wide range of programs in the humanities, social sciences, and professional fields.
B. School of Liberal Arts
The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
C. College of General Studies
The College of General Studies is an undergraduate division of Boston University that offers a two-year, interdisciplinary liberal arts curriculum before students transition into degree programs in other BU schools and colleges.
D. Program in Law and Public Service
The Program in Law and Public Service at the University of Virginia School of Law is a specialized academic and career-support initiative that prepares law students for careers dedicated to public interest, government service, and social justice.
E. School of Graduate Studies
The School of Graduate Studies is the division of North Carolina Central University that oversees and administers its advanced degree and graduate education programs.
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_69a498fe55a88190ab7f9e40ace88e49`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c6739d2481909ea8d8e075f62cf3`	completed	March 1, 2026, 11:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad15aff1288190a3e36324d975d482`	completed	March 8, 2026, 6:22 a.m.
NEDg	Description generation	`batch_69ad1639e21081908737b51e910ceae3`	completed	March 8, 2026, 6:24 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad16a98fd08190a14f4d7d6b11f5e8`	completed	March 8, 2026, 6:26 a.m.

Created at: March 1, 2026, 8:11 p.m.