Triple

T4651553

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Louisville	`E102304`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	J.B. Speed School of Engineering J.B. Speed School of Engineering is the University of Louisville’s engineering college, known for its rigorous, industry-focused engineering and computer science programs.	`E457902`	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: J.B. Speed School of Engineering | Statement: [University of Louisville, hasCollege, J.B. Speed School of Engineering]

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

Target entity: J.B. Speed School of Engineering
Context triple: [University of Louisville, hasCollege, J.B. Speed School of Engineering]

A. Samuel Ginn College of Engineering
The Samuel Ginn College of Engineering is the engineering school of Auburn University, known for its comprehensive engineering programs and research in areas such as aerospace, mechanical, electrical, and civil engineering.
B. Charles W. Davidson College of Engineering
The Charles W. Davidson College of Engineering is the engineering school of San Jose State University, known for its strong industry partnerships and programs aligned with Silicon Valley’s technology sector.
C. Bagley College of Engineering
Bagley College of Engineering is the engineering school of Mississippi State University, offering a range of undergraduate and graduate programs in engineering and related fields.
D. George R. Brown School of Engineering
The George R. Brown School of Engineering is Rice University's engineering school, known for its strong research programs and emphasis on interdisciplinary, hands-on education.
E. Edward E. Whitacre Jr. College of Engineering
The Edward E. Whitacre Jr. College of Engineering is the engineering school of Texas Tech University, offering a range of undergraduate and graduate programs in engineering and related fields.
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: J.B. Speed School of Engineering
Triple: [University of Louisville, hasCollege, J.B. Speed School of Engineering]

Generated description

J.B. Speed School of Engineering is the University of Louisville’s engineering college, known for its rigorous, industry-focused engineering and computer science programs.

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

Target entity: J.B. Speed School of Engineering
Target entity description: J.B. Speed School of Engineering is the University of Louisville’s engineering college, known for its rigorous, industry-focused engineering and computer science programs.

A. Samuel Ginn College of Engineering
The Samuel Ginn College of Engineering is the engineering school of Auburn University, known for its comprehensive engineering programs and research in areas such as aerospace, mechanical, electrical, and civil engineering.
B. Charles W. Davidson College of Engineering
The Charles W. Davidson College of Engineering is the engineering school of San Jose State University, known for its strong industry partnerships and programs aligned with Silicon Valley’s technology sector.
C. Bagley College of Engineering
Bagley College of Engineering is the engineering school of Mississippi State University, offering a range of undergraduate and graduate programs in engineering and related fields.
D. George R. Brown School of Engineering
The George R. Brown School of Engineering is Rice University's engineering school, known for its strong research programs and emphasis on interdisciplinary, hands-on education.
E. Edward E. Whitacre Jr. College of Engineering
The Edward E. Whitacre Jr. College of Engineering is the engineering school of Texas Tech University, offering a range of undergraduate and graduate programs in engineering and related fields.
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_69bd43d71a308190afea7280841b0de8`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd630343f88190954d19fcd18a5864`	completed	March 20, 2026, 3:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdfae7636881908244b86cba1c66b7`	completed	March 21, 2026, 1:56 a.m.
NEDg	Description generation	`batch_69bdfbc12acc8190b8116a6003abb3e3`	completed	March 21, 2026, 2 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdfc44536c8190a71e52b0690a7570`	completed	March 21, 2026, 2:02 a.m.

Created at: March 20, 2026, 1:14 p.m.