Triple

T9149458

Position	Surface form	Disambiguated ID	Type / Status
Subject	College of Education (California State University, Long Beach)	`E219543`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	CSULB College of Education CSULB College of Education is the education-focused academic unit of California State University, Long Beach, offering teacher preparation, counseling, and leadership programs.	`E781265`	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: CSULB College of Education | Statement: [College of Education (California State University, Long Beach), abbreviation, CSULB College of Education]

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

Target entity: CSULB College of Education
Context triple: [College of Education (California State University, Long Beach), abbreviation, CSULB College of Education]

A. CSULB College of Engineering
CSULB College of Engineering is the engineering school of California State University, Long Beach, offering a range of accredited undergraduate and graduate engineering programs.
B. California State University, Long Beach
California State University, Long Beach is a large public university in Long Beach known for its diverse student body, strong academic programs, and prominent role within the California State University system.
C. School of Nursing (CSULB)
The School of Nursing at California State University, Long Beach is a professional academic unit that prepares students for nursing careers through undergraduate and graduate nursing education, clinical training, and research.
D. UCLA Graduate School of Education and Information Studies
The UCLA Graduate School of Education and Information Studies is a leading academic division of the University of California, Los Angeles, focused on research, teaching, and policy in education, information science, and related social justice issues.
E. Seidel School of Education
The Seidel School of Education is the education-focused academic division of Salisbury University, preparing students for careers in teaching, educational leadership, 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: CSULB College of Education
Triple: [College of Education (California State University, Long Beach), abbreviation, CSULB College of Education]

Generated description

CSULB College of Education is the education-focused academic unit of California State University, Long Beach, offering teacher preparation, counseling, and leadership programs.

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

Target entity: CSULB College of Education
Target entity description: CSULB College of Education is the education-focused academic unit of California State University, Long Beach, offering teacher preparation, counseling, and leadership programs.

A. CSULB College of Engineering
CSULB College of Engineering is the engineering school of California State University, Long Beach, offering a range of accredited undergraduate and graduate engineering programs.
B. California State University, Long Beach
California State University, Long Beach is a large public university in Long Beach known for its diverse student body, strong academic programs, and prominent role within the California State University system.
C. School of Nursing (CSULB)
The School of Nursing at California State University, Long Beach is a professional academic unit that prepares students for nursing careers through undergraduate and graduate nursing education, clinical training, and research.
D. UCLA Graduate School of Education and Information Studies
The UCLA Graduate School of Education and Information Studies is a leading academic division of the University of California, Los Angeles, focused on research, teaching, and policy in education, information science, and related social justice issues.
E. Seidel School of Education
The Seidel School of Education is the education-focused academic division of Salisbury University, preparing students for careers in teaching, educational leadership, 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_69ca83e121dc81909912bd66953081c5`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69cca96908d88190a1d12517f6d1aece`	completed	April 1, 2026, 5:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d0483cdd048190904260c44a5810cf`	completed	April 3, 2026, 11:07 p.m.
NEDg	Description generation	`batch_69d049f8cd8c819098bf63cfbe7bcc1c`	completed	April 3, 2026, 11:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69d04a58f6288190931a7e4ab3d8ec02`	completed	April 3, 2026, 11:16 p.m.

Created at: March 30, 2026, 7:20 p.m.