Triple

T9674471

Position	Surface form	Disambiguated ID	Type / Status
Subject	Rural Education Achievement Program	`E234112`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	RLIS RLIS (Rural and Low-Income School Program) is a U.S. federal initiative that provides financial assistance to rural school districts serving low-income students to help them improve educational outcomes.	`E814025`	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: RLIS | Statement: [Rural Education Achievement Program, hasComponent, RLIS]

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

Target entity: RLIS
Context triple: [Rural Education Achievement Program, hasComponent, RLIS]

A. School of Information and Library Science
The School of Information and Library Science is a professional school at the University of North Carolina at Chapel Hill specializing in education and research in information science, data management, and librarianship.
B. Library and Information Technology Association
The Library and Information Technology Association is a professional division focused on the intersection of libraries and information technology, supporting innovation, standards, and best practices in library tech services.
C. School of Library and Information Science
The School of Library and Information Science is a graduate program specializing in library, information, and archival studies, preparing professionals for careers in managing and organizing information resources.
D. LIS
LIS is the three-letter IATA airport code for Humberto Delgado Airport, the main international airport serving Lisbon, Portugal.
E. School of Library and Information Studies
The School of Library and Information Studies is an academic unit at the University of Alberta that offers education and research programs in librarianship, information management, 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: RLIS
Triple: [Rural Education Achievement Program, hasComponent, RLIS]

Generated description

RLIS (Rural and Low-Income School Program) is a U.S. federal initiative that provides financial assistance to rural school districts serving low-income students to help them improve educational outcomes.

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

Target entity: RLIS
Target entity description: RLIS (Rural and Low-Income School Program) is a U.S. federal initiative that provides financial assistance to rural school districts serving low-income students to help them improve educational outcomes.

A. School of Information and Library Science
The School of Information and Library Science is a professional school at the University of North Carolina at Chapel Hill specializing in education and research in information science, data management, and librarianship.
B. Library and Information Technology Association
The Library and Information Technology Association is a professional division focused on the intersection of libraries and information technology, supporting innovation, standards, and best practices in library tech services.
C. School of Library and Information Science
The School of Library and Information Science is a graduate program specializing in library, information, and archival studies, preparing professionals for careers in managing and organizing information resources.
D. LIS
LIS is the three-letter IATA airport code for Humberto Delgado Airport, the main international airport serving Lisbon, Portugal.
E. School of Library and Information Studies
The School of Library and Information Studies is an academic unit at the University of Alberta that offers education and research programs in librarianship, information management, 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_69ca848f55e48190b3f67252571c3d45`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd9c6d6dd48190a77c486337a58cb6`	completed	April 1, 2026, 10:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d18a2d030c8190ada52e855bc9afc8`	completed	April 4, 2026, 10:01 p.m.
NEDg	Description generation	`batch_69d18bf051448190aaa3a7198c23fd39`	completed	April 4, 2026, 10:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69d18c8783f08190858681b51096fe56`	completed	April 4, 2026, 10:11 p.m.

Created at: March 30, 2026, 8:15 p.m.