Triple

T12501210

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bill Frist	`E298825`	entity
Predicate	founded	`P104`	FINISHED
Object	State Collaborative on Reforming Education (SCORE) State Collaborative on Reforming Education (SCORE) is a Tennessee-based nonprofit organization that advocates for and advances K–12 education reform and student achievement through research, policy, and collaboration with educators and policymakers.	`E987314`	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: State Collaborative on Reforming Education (SCORE) | Statement: [Bill Frist, founded, State Collaborative on Reforming Education (SCORE)]

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

Target entity: State Collaborative on Reforming Education (SCORE)
Context triple: [Bill Frist, founded, State Collaborative on Reforming Education (SCORE)]

A. National Center for Restructuring Education, Schools, and Teaching (NCREST)
The National Center for Restructuring Education, Schools, and Teaching (NCREST) is a research and development organization that studies and supports innovative school reform and teaching practices to improve educational outcomes.
B. Alliance for Excellent Education
The Alliance for Excellent Education is a U.S.-based nonprofit policy and advocacy organization focused on improving educational outcomes and graduation rates for all secondary school students, particularly those historically underserved.
C. Centre for Collaborative Education
The Centre for Collaborative Education is a modern academic and community hub at Durham College designed to support innovative, interdisciplinary learning and partnerships.
D. Proctors Collaborative
Proctors Collaborative is a nonprofit arts organization that operates and supports Proctors Theatre and related cultural venues and programs in the Capital Region of New York.
E. Massachusetts educational collaboratives
Massachusetts educational collaboratives are regional public organizations that pool resources among school districts to provide shared educational programs, services, and supports across the state.
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: State Collaborative on Reforming Education (SCORE)
Triple: [Bill Frist, founded, State Collaborative on Reforming Education (SCORE)]

Generated description

State Collaborative on Reforming Education (SCORE) is a Tennessee-based nonprofit organization that advocates for and advances K–12 education reform and student achievement through research, policy, and collaboration with educators and policymakers.

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

Target entity: State Collaborative on Reforming Education (SCORE)
Target entity description: State Collaborative on Reforming Education (SCORE) is a Tennessee-based nonprofit organization that advocates for and advances K–12 education reform and student achievement through research, policy, and collaboration with educators and policymakers.

A. National Center for Restructuring Education, Schools, and Teaching (NCREST)
The National Center for Restructuring Education, Schools, and Teaching (NCREST) is a research and development organization that studies and supports innovative school reform and teaching practices to improve educational outcomes.
B. Alliance for Excellent Education
The Alliance for Excellent Education is a U.S.-based nonprofit policy and advocacy organization focused on improving educational outcomes and graduation rates for all secondary school students, particularly those historically underserved.
C. Centre for Collaborative Education
The Centre for Collaborative Education is a modern academic and community hub at Durham College designed to support innovative, interdisciplinary learning and partnerships.
D. Proctors Collaborative
Proctors Collaborative is a nonprofit arts organization that operates and supports Proctors Theatre and related cultural venues and programs in the Capital Region of New York.
E. Massachusetts educational collaboratives
Massachusetts educational collaboratives are regional public organizations that pool resources among school districts to provide shared educational programs, services, and supports across the state.
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_69d6ada4cd388190ae3bbf83ff87057a`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94dfbb2a48190a231b02cfa990565`	completed	April 10, 2026, 7:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f64bb38e048190bbc96244b71953b6`	completed	May 2, 2026, 7:08 p.m.
NEDg	Description generation	`batch_69f64ce0ca288190bbbcb5459f914c19`	completed	May 2, 2026, 7:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69f64df6488481909dea8387e7000d15`	completed	May 2, 2026, 7:18 p.m.

Created at: April 8, 2026, 9:57 p.m.