Triple

T19347437

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ruth Messinger	`E483917`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	University of Oklahoma (graduate study – social work) The University of Oklahoma’s graduate social work program is a professional school that trains advanced social work practitioners and leaders through clinical, community, and policy-focused education and research.	`E1370985`	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: University of Oklahoma (graduate study – social work) | Statement: [Ruth Messinger, educatedAt, University of Oklahoma (graduate study – social work)]

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

Target entity: University of Oklahoma (graduate study – social work)
Context triple: [Ruth Messinger, educatedAt, University of Oklahoma (graduate study – social work)]

A. Graduate College of Social Work
The Graduate College of Social Work is the University of Houston’s professional school dedicated to advanced education, research, and training in social work practice and policy.
B. Graduate School of Social Work
The Graduate School of Social Work at the University of Denver is a professional graduate school dedicated to educating social work practitioners, leaders, and scholars focused on social justice and community well-being.
C. UNC School of Social Work
UNC School of Social Work is a professional graduate school at the University of North Carolina at Chapel Hill known for its education, research, and community engagement in social work and social welfare.
D. Baylor University School of Social Work
Baylor University School of Social Work is an academic institution within Baylor University known for integrating faith-based perspectives with professional social work education and research.
E. Graduate School of Social Service
The Graduate School of Social Service is Fordham University's professional school dedicated to advanced education and research in social work and social welfare.
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: University of Oklahoma (graduate study – social work)
Triple: [Ruth Messinger, educatedAt, University of Oklahoma (graduate study – social work)]

Generated description

The University of Oklahoma’s graduate social work program is a professional school that trains advanced social work practitioners and leaders through clinical, community, and policy-focused education and research.

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

Target entity: University of Oklahoma (graduate study – social work)
Target entity description: The University of Oklahoma’s graduate social work program is a professional school that trains advanced social work practitioners and leaders through clinical, community, and policy-focused education and research.

A. Graduate College of Social Work
The Graduate College of Social Work is the University of Houston’s professional school dedicated to advanced education, research, and training in social work practice and policy.
B. Graduate School of Social Work
The Graduate School of Social Work at the University of Denver is a professional graduate school dedicated to educating social work practitioners, leaders, and scholars focused on social justice and community well-being.
C. UNC School of Social Work
UNC School of Social Work is a professional graduate school at the University of North Carolina at Chapel Hill known for its education, research, and community engagement in social work and social welfare.
D. Baylor University School of Social Work
Baylor University School of Social Work is an academic institution within Baylor University known for integrating faith-based perspectives with professional social work education and research.
E. Graduate School of Social Service
The Graduate School of Social Service is Fordham University's professional school dedicated to advanced education and research in social work and social welfare.
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_69d8e8d244f8819080eb1f3491300db2`	completed	April 10, 2026, 12:10 p.m.
NER	Named-entity recognition	`batch_69e6185c95248190b1e5bb8626489767`	completed	April 20, 2026, 12:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a071bed1c608190a71094aa2645199d`	completed	May 15, 2026, 1:13 p.m.
NEDg	Description generation	`batch_6a071cc1c76c8190b99ef2b319f6ab39`	completed	May 15, 2026, 1:16 p.m.
NED2	Entity disambiguation (via description)	`batch_6a071d787dd881908d86c5fe52ca2561`	completed	May 15, 2026, 1:19 p.m.

Created at: April 10, 2026, 1:34 p.m.