Triple
T15235686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Library Association |
E364120
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Association of Specialized and Cooperative Library Agencies
The Association of Specialized and Cooperative Library Agencies was a division of the American Library Association that focused on supporting and advancing library services for specialized populations and cooperative library programs.
|
E1144367
|
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: Association of Specialized and Cooperative Library Agencies | Statement: [American Library Association, hasDivision, Association of Specialized and Cooperative Library Agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Association of Specialized and Cooperative Library Agencies Context triple: [American Library Association, hasDivision, Association of Specialized and Cooperative Library Agencies]
-
A.
Association for Library Collections and Technical Services
The Association for Library Collections and Technical Services is a professional division of the American Library Association focused on advancing best practices in collection development, cataloging, metadata, and technical services in libraries.
-
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.
American Libraries
American Libraries is the flagship magazine of the American Library Association, covering news, trends, and issues affecting libraries and librarians.
-
D.
Association of College and Research Libraries
The Association of College and Research Libraries is a professional organization that represents and supports academic and research librarians and libraries, promoting standards, advocacy, and development in higher education librarianship.
-
E.
Cooperative Online Serials Program
The Cooperative Online Serials Program is a collaborative library initiative focused on creating and sharing high-quality cataloging records for serials and continuing resources.
- 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: Association of Specialized and Cooperative Library Agencies Triple: [American Library Association, hasDivision, Association of Specialized and Cooperative Library Agencies]
Generated description
The Association of Specialized and Cooperative Library Agencies was a division of the American Library Association that focused on supporting and advancing library services for specialized populations and cooperative library programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Association of Specialized and Cooperative Library Agencies Target entity description: The Association of Specialized and Cooperative Library Agencies was a division of the American Library Association that focused on supporting and advancing library services for specialized populations and cooperative library programs.
-
A.
Association for Library Collections and Technical Services
The Association for Library Collections and Technical Services is a professional division of the American Library Association focused on advancing best practices in collection development, cataloging, metadata, and technical services in libraries.
-
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.
American Libraries
American Libraries is the flagship magazine of the American Library Association, covering news, trends, and issues affecting libraries and librarians.
-
D.
Association of College and Research Libraries
The Association of College and Research Libraries is a professional organization that represents and supports academic and research librarians and libraries, promoting standards, advocacy, and development in higher education librarianship.
-
E.
Cooperative Online Serials Program
The Cooperative Online Serials Program is a collaborative library initiative focused on creating and sharing high-quality cataloging records for serials and continuing resources.
- 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_69d85a0ce24c81909c4d3b6475548c95 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007d91e4881908ea52d11a3d4480a |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd3dd5a081909a1a7fceda648c29 |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69fede8eed2c8190adb45306a1ec0faa |
completed | May 9, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fedef546708190bdeedd2c61fdbc86 |
completed | May 9, 2026, 7:15 a.m. |
Created at: April 10, 2026, 3:12 a.m.