Triple
T6257306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst, New York |
E140201
|
entity |
| Predicate | hasPublicLibrarySystem |
P10267
|
FINISHED |
| Object |
Buffalo & Erie County Public Library
The Buffalo & Erie County Public Library is a regional public library system serving residents of Buffalo, Amherst, and the broader Erie County area in New York State.
|
E580556
|
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: Buffalo & Erie County Public Library | Statement: [Amherst, New York, hasPublicLibrarySystem, Buffalo & Erie County Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buffalo & Erie County Public Library Context triple: [Amherst, New York, hasPublicLibrarySystem, Buffalo & Erie County Public Library]
-
A.
Williamsville Branch Library
Williamsville Branch Library is a public library serving the Williamsville, New York community as part of the local library system.
-
B.
Penfield Library
Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
-
C.
Yonkers Public Library
Yonkers Public Library is the main public library system serving the city of Yonkers, New York, providing community access to books, digital resources, and educational programs.
-
D.
Lorain Public Library System
The Lorain Public Library System is a network of public libraries serving residents of Lorain, Ohio and surrounding communities with books, digital resources, and community programs.
-
E.
Canton Public Library
Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational 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: Buffalo & Erie County Public Library Triple: [Amherst, New York, hasPublicLibrarySystem, Buffalo & Erie County Public Library]
Generated description
The Buffalo & Erie County Public Library is a regional public library system serving residents of Buffalo, Amherst, and the broader Erie County area in New York State.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buffalo & Erie County Public Library Target entity description: The Buffalo & Erie County Public Library is a regional public library system serving residents of Buffalo, Amherst, and the broader Erie County area in New York State.
-
A.
Williamsville Branch Library
Williamsville Branch Library is a public library serving the Williamsville, New York community as part of the local library system.
-
B.
Penfield Library
Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
-
C.
Yonkers Public Library
Yonkers Public Library is the main public library system serving the city of Yonkers, New York, providing community access to books, digital resources, and educational programs.
-
D.
Lorain Public Library System
The Lorain Public Library System is a network of public libraries serving residents of Lorain, Ohio and surrounding communities with books, digital resources, and community programs.
-
E.
Canton Public Library
Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational 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_69c008c95c5c819084bd3dd56133d84d |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06366baa481908d59428cceabbe46 |
completed | March 22, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c2443f0cb88190a32968fce0214045 |
completed | March 24, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c2471a08448190bb8d61f20403d44b |
completed | March 24, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c4fb839b2481909caa57f34a8837db |
completed | March 26, 2026, 9:25 a.m. |
Created at: March 22, 2026, 4:24 p.m.