Triple
T3797007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ballston Spa |
E91594
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Ballston Spa Public Library
Ballston Spa Public Library is a community public library serving the residents of Ballston Spa, New York with lending materials, programs, and local information resources.
|
E389098
|
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: Ballston Spa Public Library | Statement: [Ballston Spa, hasPublicLibrary, Ballston Spa Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ballston Spa Public Library Context triple: [Ballston Spa, hasPublicLibrary, Ballston Spa Public Library]
-
A.
Mugar Memorial Library
Mugar Memorial Library is the main academic library of Boston University, serving as a central hub for research and study across its disciplines.
-
B.
Chappaqua Library
Chappaqua Library is a public library serving the community of Chappaqua in New York with lending materials, programs, and local services.
-
C.
Mount Vernon Public Library
Mount Vernon Public Library is the main public library serving the residents of Mount Vernon, New York, providing access to books, digital resources, and community programs.
-
D.
Ossining Public Library
The Ossining Public Library is a community library in Ossining, New York, offering lending services, educational programs, and cultural events to local residents.
-
E.
Mount Kisco Public Library
Mount Kisco Public Library is a community library in Mount Kisco, New York, offering books, digital resources, and educational programs to local residents.
- 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: Ballston Spa Public Library Triple: [Ballston Spa, hasPublicLibrary, Ballston Spa Public Library]
Generated description
Ballston Spa Public Library is a community public library serving the residents of Ballston Spa, New York with lending materials, programs, and local information resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ballston Spa Public Library Target entity description: Ballston Spa Public Library is a community public library serving the residents of Ballston Spa, New York with lending materials, programs, and local information resources.
-
A.
Mugar Memorial Library
Mugar Memorial Library is the main academic library of Boston University, serving as a central hub for research and study across its disciplines.
-
B.
Chappaqua Library
Chappaqua Library is a public library serving the community of Chappaqua in New York with lending materials, programs, and local services.
-
C.
Mount Vernon Public Library
Mount Vernon Public Library is the main public library serving the residents of Mount Vernon, New York, providing access to books, digital resources, and community programs.
-
D.
Ossining Public Library
The Ossining Public Library is a community library in Ossining, New York, offering lending services, educational programs, and cultural events to local residents.
-
E.
Mount Kisco Public Library
Mount Kisco Public Library is a community library in Mount Kisco, New York, offering books, digital resources, and educational programs to local residents.
- 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_69aed96354f48190a768966d6bd19b04 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee7a0818481909460197929ebb8e4 |
completed | March 9, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f061a9e481908d16ae0aa44e2f16 |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f25fab648190abbded4d44357c54 |
completed | March 14, 2026, 5:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f314a63c8190a76ed8f4bd21eaf5 |
completed | March 14, 2026, 5:33 a.m. |
Created at: March 9, 2026, 3:15 p.m.