Triple
T3500884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Library Association |
E73963
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
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.
|
E364123
|
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: Public Library Association | Statement: [American Library Association, hasDivision, Public Library Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Library Association Context triple: [American Library Association, hasDivision, Public 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.
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.
-
C.
Library Association
The Library Association was a major professional body and publishing organization for librarians and information professionals in the United Kingdom, known for producing influential cataloguing standards and library science literature.
-
D.
Institute of Museum and Library Services
The Institute of Museum and Library Services is a U.S. federal agency that provides grants, policy leadership, and support to museums and libraries to enhance learning, innovation, and cultural preservation nationwide.
-
E.
Association of Research Libraries
The Association of Research Libraries is a nonprofit membership organization of major research libraries in North America that collaborates to influence public policies, advance scholarly communication, and improve research library services.
- 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: Public Library Association Triple: [American Library Association, hasDivision, Public Library Association]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Library Association Target entity description: 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.
-
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.
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.
-
C.
Library Association
The Library Association was a major professional body and publishing organization for librarians and information professionals in the United Kingdom, known for producing influential cataloguing standards and library science literature.
-
D.
Institute of Museum and Library Services
The Institute of Museum and Library Services is a U.S. federal agency that provides grants, policy leadership, and support to museums and libraries to enhance learning, innovation, and cultural preservation nationwide.
-
E.
Association of Research Libraries
The Association of Research Libraries is a nonprofit membership organization of major research libraries in North America that collaborates to influence public policies, advance scholarly communication, and improve research library services.
- 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_69ad85cdb6e48190a335d412b9194ed8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbd5fbe8819091b61fa8df355f0c |
completed | March 8, 2026, 6:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373d88dc08190a8508f990b01cf03 |
completed | March 13, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69b3779133788190a17b2d8a51587682 |
completed | March 13, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b377facc048190849ccd4ddcd9b442 |
completed | March 13, 2026, 2:35 a.m. |
Created at: March 8, 2026, 3:18 p.m.