Triple

T3405442

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jackson State University	`E71759`	entity
Predicate	motto	`P42`	FINISHED
Object	Challenging Minds, Changing Lives Challenging Minds, Changing Lives is the official motto of Jackson State University, expressing its mission to foster intellectual growth and transformative impact on students and their communities.	`E355810`	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: Challenging Minds, Changing Lives | Statement: [Jackson State University, motto, Challenging Minds, Changing Lives]

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

Target entity: Challenging Minds, Changing Lives
Context triple: [Jackson State University, motto, Challenging Minds, Changing Lives]

A. Inspire to Achieve
Inspire to Achieve is the motivational motto of the Army Cadet Force, reflecting its focus on encouraging young people to reach their full potential through military-themed training and personal development.
B. “Education for a Changing World”
“Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
C. Think Beyond the Possible
Think Beyond the Possible is the inspirational motto of Case Western Reserve University, encapsulating its emphasis on innovation, ambition, and pushing the boundaries of knowledge and discovery.
D. Let’s change. You. Us. The world.
"Let’s change. You. Us. The world." is the inspirational motto of The Hague University of Applied Sciences, emphasizing personal growth, collective action, and global impact.
E. Strive and Succeed
"Strive and Succeed" is a 19th-century rags-to-riches novel by Horatio Alger Jr. that promotes perseverance, hard work, and moral integrity as paths to success.
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: Challenging Minds, Changing Lives
Triple: [Jackson State University, motto, Challenging Minds, Changing Lives]

Generated description

Challenging Minds, Changing Lives is the official motto of Jackson State University, expressing its mission to foster intellectual growth and transformative impact on students and their communities.

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

Target entity: Challenging Minds, Changing Lives
Target entity description: Challenging Minds, Changing Lives is the official motto of Jackson State University, expressing its mission to foster intellectual growth and transformative impact on students and their communities.

A. Inspire to Achieve
Inspire to Achieve is the motivational motto of the Army Cadet Force, reflecting its focus on encouraging young people to reach their full potential through military-themed training and personal development.
B. “Education for a Changing World”
“Education for a Changing World” is the guiding motto of Teachers College, Columbia University, reflecting its mission to prepare educators and leaders to address evolving global educational challenges.
C. Think Beyond the Possible
Think Beyond the Possible is the inspirational motto of Case Western Reserve University, encapsulating its emphasis on innovation, ambition, and pushing the boundaries of knowledge and discovery.
D. Let’s change. You. Us. The world.
"Let’s change. You. Us. The world." is the inspirational motto of The Hague University of Applied Sciences, emphasizing personal growth, collective action, and global impact.
E. Strive and Succeed
"Strive and Succeed" is a 19th-century rags-to-riches novel by Horatio Alger Jr. that promotes perseverance, hard work, and moral integrity as paths to success.
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_69ad85aac4808190a092c9cc8911f584`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb8eaa41c819095a4d51aec074649`	completed	March 8, 2026, 5:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b34bd8c0ec8190bd44d33fc031c845`	completed	March 12, 2026, 11:27 p.m.
NEDg	Description generation	`batch_69b34fbd85f081908dc7121e7f68a838`	completed	March 12, 2026, 11:43 p.m.
NED2	Entity disambiguation (via description)	`batch_69b350f1d2988190990417816bf5f028`	completed	March 12, 2026, 11:49 p.m.

Created at: March 8, 2026, 3:15 p.m.