Triple

T10712659

Position	Surface form	Disambiguated ID	Type / Status
Subject	Georgia College & State University	`E252578`	entity
Predicate	carnegieClassification	`P16149`	FINISHED
Object	Master’s Colleges & Universities: Larger Programs Master’s Colleges & Universities: Larger Programs is a Carnegie Classification category for institutions that award a significant number of master’s degrees across multiple disciplines but have limited or no doctoral programs.	`E881020`	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: Master’s Colleges & Universities: Larger Programs | Statement: [Georgia College & State University, carnegieClassification, Master’s Colleges & Universities: Larger Programs]

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

Target entity: Master’s Colleges & Universities: Larger Programs
Context triple: [Georgia College & State University, carnegieClassification, Master’s Colleges & Universities: Larger Programs]

A. Graduate School
The Graduate School at Abilene Christian University oversees the university’s advanced degree programs, supporting graduate education, research, and professional development across multiple disciplines.
B. Graduate School
The Graduate School at Fayetteville State University oversees and coordinates the institution’s advanced degree and postgraduate academic programs.
C. Graduate School
The Graduate School at the University of Alaska Fairbanks oversees advanced degree programs, supporting graduate education, research, and scholarly training across the university.
D. Graduate School
The Graduate School at Texas A&M University–Commerce oversees and supports the university’s advanced degree programs, including master’s and doctoral studies, across a range of academic disciplines.
E. Graduate School
The Graduate School at Chiang Mai University is an academic division responsible for overseeing and coordinating the university’s postgraduate education and research 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: Master’s Colleges & Universities: Larger Programs
Triple: [Georgia College & State University, carnegieClassification, Master’s Colleges & Universities: Larger Programs]

Generated description

Master’s Colleges & Universities: Larger Programs is a Carnegie Classification category for institutions that award a significant number of master’s degrees across multiple disciplines but have limited or no doctoral programs.

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

Target entity: Master’s Colleges & Universities: Larger Programs
Target entity description: Master’s Colleges & Universities: Larger Programs is a Carnegie Classification category for institutions that award a significant number of master’s degrees across multiple disciplines but have limited or no doctoral programs.

A. Graduate School
The Graduate School at Abilene Christian University oversees the university’s advanced degree programs, supporting graduate education, research, and professional development across multiple disciplines.
B. Graduate School
The Graduate School at Fayetteville State University oversees and coordinates the institution’s advanced degree and postgraduate academic programs.
C. Graduate School
The Graduate School at the University of Alaska Fairbanks oversees advanced degree programs, supporting graduate education, research, and scholarly training across the university.
D. Graduate School
The Graduate School at Texas A&M University–Commerce oversees and supports the university’s advanced degree programs, including master’s and doctoral studies, across a range of academic disciplines.
E. Graduate School
The Graduate School at Chiang Mai University is an academic division responsible for overseeing and coordinating the university’s postgraduate education and research 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_69d6aa5cbabc8190973e683950d89faf`	completed	April 8, 2026, 7:19 p.m.
NER	Named-entity recognition	`batch_69d6fe533ec081909eafab85f6f6d6b9`	completed	April 9, 2026, 1:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d99917df2c819099be2a9b9c4a2ce7`	completed	April 11, 2026, 12:43 a.m.
NEDg	Description generation	`batch_69d99e86e198819080f71400295a31e7`	completed	April 11, 2026, 1:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69dadccd1d7081908ae53b97d2c2a6cb`	completed	April 11, 2026, 11:44 p.m.

Created at: April 8, 2026, 9:13 p.m.