Triple

T4163353

Position	Surface form	Disambiguated ID	Type / Status
Subject	S. R. Ranganathan	`E91581`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Indian Library Association The Indian Library Association is a national professional body in India dedicated to the development, promotion, and advocacy of librarianship and library services across the country.	`E416712`	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: Indian Library Association | Statement: [S. R. Ranganathan, memberOf, Indian Library Association]

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

Target entity: Indian Library Association
Context triple: [S. R. Ranganathan, memberOf, Indian Library Association]

A. American Library Association
The American Library Association is a leading professional organization in the United States that promotes libraries and librarianship, sets standards for library education, and accredits library and information science programs.
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. Canadian Library Association
The Canadian Library Association was a national professional organization that represented and supported libraries and library workers across Canada through advocacy, standards development, and professional services.
D. Public Library Association
The Public Library Association is a professional organization in the United States that supports and advocates for public libraries and their staff through leadership, education, and resources.
E. American Association of School Librarians
The American Association of School Librarians is a professional organization that supports and advocates for school librarians and effective school library programs across the United States.
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: Indian Library Association
Triple: [S. R. Ranganathan, memberOf, Indian Library Association]

Generated description

The Indian Library Association is a national professional body in India dedicated to the development, promotion, and advocacy of librarianship and library services across the country.

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

Target entity: Indian Library Association
Target entity description: The Indian Library Association is a national professional body in India dedicated to the development, promotion, and advocacy of librarianship and library services across the country.

A. American Library Association
The American Library Association is a leading professional organization in the United States that promotes libraries and librarianship, sets standards for library education, and accredits library and information science programs.
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. Canadian Library Association
The Canadian Library Association was a national professional organization that represented and supported libraries and library workers across Canada through advocacy, standards development, and professional services.
D. Public Library Association
The Public Library Association is a professional organization in the United States that supports and advocates for public libraries and their staff through leadership, education, and resources.
E. American Association of School Librarians
The American Association of School Librarians is a professional organization that supports and advocates for school librarians and effective school library programs across the United States.
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_69aed9626ebc8190a39de631788bea3e`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af02a9bf348190b99cecd19fe65779`	completed	March 9, 2026, 5:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b57f456bf88190b9b8678476ac3803`	completed	March 14, 2026, 3:31 p.m.
NEDg	Description generation	`batch_69b57fe89ed0819089d7e56568755b1c`	completed	March 14, 2026, 3:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5805cb7e88190b2f6ed6a18de9319`	completed	March 14, 2026, 3:35 p.m.

Created at: March 9, 2026, 3:44 p.m.