Triple

T4257903

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hamline University	`E96025`	entity
Predicate	hasAcademicUnit	`P1488`	FINISHED
Object	College of Liberal Arts The College of Liberal Arts is Hamline University’s primary undergraduate division, offering a broad-based education in the humanities, social sciences, and related disciplines.	`E423342`	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 | Statement: [Hamline University, hasAcademicUnit, College of Liberal Arts]

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

Target entity: College of Liberal Arts
Context triple: [Hamline University, hasAcademicUnit, College of Liberal Arts]

A. 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.
B. College of Liberal Arts
The College of Liberal Arts is the primary undergraduate division of Rollins College, offering a broad-based education in the humanities, social sciences, and natural sciences.
C. College of Liberal Arts
The College of Liberal Arts is an academic division of Jackson State University that offers undergraduate and graduate programs in the humanities, social sciences, and related disciplines.
D. College of Liberal Arts
The College of Liberal Arts at the University of Massachusetts Boston is an academic division offering a broad range of humanities and social science programs focused on critical thinking, cultural understanding, and interdisciplinary study.
E. College of Liberal Arts
The College of Liberal Arts at the University of Alaska Fairbanks is an academic division offering programs in the humanities, social sciences, and fine arts.
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
Triple: [Hamline University, hasAcademicUnit, College of Liberal Arts]

Generated description

The College of Liberal Arts is Hamline University’s primary undergraduate division, offering a broad-based education in the humanities, social sciences, and related disciplines.

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

Target entity: College of Liberal Arts
Target entity description: The College of Liberal Arts is Hamline University’s primary undergraduate division, offering a broad-based education in the humanities, social sciences, and related disciplines.

A. College of Liberal Arts
The College of Liberal Arts is the primary undergraduate division of Rollins College, offering a broad-based education 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 is an academic division of Jackson State University that offers undergraduate and graduate programs in the humanities, social sciences, and related disciplines.
D. College of Liberal Arts
The College of Liberal Arts at the University of Alaska Fairbanks is an academic division offering programs in the humanities, social sciences, and fine arts.
E. College of Liberal Arts
The College of Liberal Arts at Purdue University is an academic division that offers undergraduate and graduate programs in the humanities, social sciences, and related disciplines.
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_69b3454095ac81909c2494f7ff294af1`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b34f7d20b48190a404638c68c31026`	completed	March 12, 2026, 11:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5a88d3bf48190b26eb8ab848d320e`	completed	March 14, 2026, 6:27 p.m.
NEDg	Description generation	`batch_69b5a917d4a88190864441f95706964e`	completed	March 14, 2026, 6:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5a96967ec8190aa86e735808211fd`	completed	March 14, 2026, 6:31 p.m.

Created at: March 12, 2026, 11:06 p.m.