Triple

T12957776

Position	Surface form	Disambiguated ID	Type / Status
Subject	Episcopal Academy	`E310060`	entity
Predicate	accreditation	`P117`	FINISHED
Object	Pennsylvania Association of Independent Schools The Pennsylvania Association of Independent Schools is a regional accrediting and membership organization that sets standards and provides support for independent schools throughout Pennsylvania.	`E1014092`	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: Pennsylvania Association of Independent Schools | Statement: [Episcopal Academy, accreditation, Pennsylvania Association of Independent Schools]

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

Target entity: Pennsylvania Association of Independent Schools
Context triple: [Episcopal Academy, accreditation, Pennsylvania Association of Independent Schools]

A. New Jersey Association of Independent Schools
The New Jersey Association of Independent Schools is a professional organization that accredits and supports independent, nonpublic schools across New Jersey.
B. New York State Association of Independent Schools
The New York State Association of Independent Schools is a membership and accrediting organization that sets standards and provides support for independent schools throughout New York State.
C. Ohio Association of Independent Schools
The Ohio Association of Independent Schools is a membership organization that represents and supports independent, non-public schools across Ohio through advocacy, accreditation, and professional development.
D. National Association of Independent Schools
The National Association of Independent Schools is a U.S.-based membership organization that provides services, advocacy, and accreditation support to independent private schools.
E. Association of Independent Colleges and Universities of Pennsylvania
The Association of Independent Colleges and Universities of Pennsylvania is a nonprofit consortium representing and advocating for the interests of private, nonprofit higher education institutions in Pennsylvania.
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: Pennsylvania Association of Independent Schools
Triple: [Episcopal Academy, accreditation, Pennsylvania Association of Independent Schools]

Generated description

The Pennsylvania Association of Independent Schools is a regional accrediting and membership organization that sets standards and provides support for independent schools throughout Pennsylvania.

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

Target entity: Pennsylvania Association of Independent Schools
Target entity description: The Pennsylvania Association of Independent Schools is a regional accrediting and membership organization that sets standards and provides support for independent schools throughout Pennsylvania.

A. New Jersey Association of Independent Schools
The New Jersey Association of Independent Schools is a professional organization that accredits and supports independent, nonpublic schools across New Jersey.
B. New York State Association of Independent Schools
The New York State Association of Independent Schools is a membership and accrediting organization that sets standards and provides support for independent schools throughout New York State.
C. Ohio Association of Independent Schools
The Ohio Association of Independent Schools is a membership organization that represents and supports independent, non-public schools across Ohio through advocacy, accreditation, and professional development.
D. National Association of Independent Schools
The National Association of Independent Schools is a U.S.-based membership organization that provides services, advocacy, and accreditation support to independent private schools.
E. Association of Independent Colleges and Universities of Pennsylvania
The Association of Independent Colleges and Universities of Pennsylvania is a nonprofit consortium representing and advocating for the interests of private, nonprofit higher education institutions in Pennsylvania.
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_69d7bdfb57a88190836b743e2825feca`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d97e2c5bf481908ca6adcfd3354f71`	completed	April 10, 2026, 10:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6b8dddd80819094c80ef405024419`	completed	May 3, 2026, 2:54 a.m.
NEDg	Description generation	`batch_69f6ba0904e8819098bae29961bf0046`	completed	May 3, 2026, 2:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6bb8216fc8190a0119d434adf13a5`	completed	May 3, 2026, 3:05 a.m.

Created at: April 9, 2026, 5:44 p.m.