Triple

T1027801

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Detroit Mercy	`E22179`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	College of Liberal Arts & Education The College of Liberal Arts & Education is an academic division of the University of Detroit Mercy offering programs in the humanities, social sciences, and education.	`E126442`	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: College of Liberal Arts & Education | Statement: [University of Detroit Mercy, hasSchool, College of Liberal Arts & Education]

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

Target entity: College of Liberal Arts & Education
Context triple: [University of Detroit Mercy, hasSchool, College of Liberal Arts & Education]

A. College of Liberal Arts & Sciences
The College of Liberal Arts & Sciences is a major academic division of UNC Charlotte that offers a wide range of programs in the humanities, social sciences, and natural sciences.
B. College of Liberal Arts
The College of Liberal Arts is the University of Minnesota’s largest and most diverse academic unit, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and arts.
C. College of Liberal Arts
The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
D. College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is a major academic division of DePaul University offering a wide range of humanities and social science programs grounded in liberal arts education.
E. College of Liberal Arts and Sciences
The College of Liberal Arts and Sciences is the University of Florida’s largest and most academically diverse college, encompassing a wide range of disciplines in the humanities, social sciences, and natural sciences.
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: College of Liberal Arts & Education
Triple: [University of Detroit Mercy, hasSchool, College of Liberal Arts & Education]

Generated description

The College of Liberal Arts & Education is an academic division of the University of Detroit Mercy offering programs in the humanities, social sciences, and education.

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

Target entity: College of Liberal Arts & Education
Target entity description: The College of Liberal Arts & Education is an academic division of the University of Detroit Mercy offering programs in the humanities, social sciences, and education.

A. College of Liberal Arts & Sciences
The College of Liberal Arts & Sciences is a major academic division of UNC Charlotte that offers a wide range of programs in the humanities, social sciences, and natural sciences.
B. College of Liberal Arts
The College of Liberal Arts is the University of Minnesota’s largest and most diverse academic unit, offering a wide range of undergraduate and graduate programs in the humanities, social sciences, and arts.
C. College of Liberal Arts
The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
D. College of Liberal Arts and Social Sciences
The College of Liberal Arts and Social Sciences is a major academic division of DePaul University offering a wide range of humanities and social science programs grounded in liberal arts education.
E. College of Liberal Arts and Sciences
The College of Liberal Arts and Sciences is the University of Florida’s largest and most academically diverse college, encompassing a wide range of disciplines in the humanities, social sciences, and natural sciences.
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_69a493d6e380819097b384986ffc315c`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b7f6ff048190863f9c38162d09b7`	completed	March 1, 2026, 10:04 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac4c15bb8481909ba68f5807581b18`	completed	March 7, 2026, 4:02 p.m.
NEDg	Description generation	`batch_69ac4d3d095881908276f22c93efe52b`	completed	March 7, 2026, 4:07 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac4daf3f08819085dba18f97b09961`	completed	March 7, 2026, 4:09 p.m.

Created at: March 1, 2026, 7:41 p.m.