Triple
T9270514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schuylkill Haven, Pennsylvania |
E222811
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Schuylkill Haven Public Library
Schuylkill Haven Public Library is a community library in Schuylkill Haven, Pennsylvania, providing local residents with access to books, media, and educational programs.
|
E789050
|
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: Schuylkill Haven Public Library | Statement: [Schuylkill Haven, Pennsylvania, hasPublicLibrary, Schuylkill Haven Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schuylkill Haven Public Library Context triple: [Schuylkill Haven, Pennsylvania, hasPublicLibrary, Schuylkill Haven Public Library]
-
A.
Penn Hills Library
Penn Hills Library is the public library serving the community of Penn Hills, Pennsylvania, providing access to books, media, and educational resources.
-
B.
Haverford Township Free Library
Haverford Township Free Library is the public library serving the residents of Haverford Township, Pennsylvania, providing access to books, media, educational programs, and community services.
-
C.
Greensburg Hempfield Area Library
Greensburg Hempfield Area Library is a public library serving the residents of Greensburg and Hempfield Township in Westmoreland County, Pennsylvania, providing access to books, media, and community programs.
-
D.
Johnstown Public Library
Johnstown Public Library is a community library in Johnstown, New York that provides local residents with access to books, media, and educational services.
-
E.
Montgomery County-Norristown Public Library
The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community 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: Schuylkill Haven Public Library Triple: [Schuylkill Haven, Pennsylvania, hasPublicLibrary, Schuylkill Haven Public Library]
Generated description
Schuylkill Haven Public Library is a community library in Schuylkill Haven, Pennsylvania, providing local residents with access to books, media, and educational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schuylkill Haven Public Library Target entity description: Schuylkill Haven Public Library is a community library in Schuylkill Haven, Pennsylvania, providing local residents with access to books, media, and educational programs.
-
A.
Penn Hills Library
Penn Hills Library is the public library serving the community of Penn Hills, Pennsylvania, providing access to books, media, and educational resources.
-
B.
Haverford Township Free Library
Haverford Township Free Library is the public library serving the residents of Haverford Township, Pennsylvania, providing access to books, media, educational programs, and community services.
-
C.
Greensburg Hempfield Area Library
Greensburg Hempfield Area Library is a public library serving the residents of Greensburg and Hempfield Township in Westmoreland County, Pennsylvania, providing access to books, media, and community programs.
-
D.
Johnstown Public Library
Johnstown Public Library is a community library in Johnstown, New York that provides local residents with access to books, media, and educational services.
-
E.
Montgomery County-Norristown Public Library
The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community 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_69ca841ffe208190aa7bcffbef2f8379 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd078525308190abfb883123742d3f |
completed | April 1, 2026, 11:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09c2ca500819083ef4aa37f3e3a7f |
completed | April 4, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69d09d5047e8819082dbb2e44547b41c |
completed | April 4, 2026, 5:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09dec544c819095e2109d5e1671d3 |
completed | April 4, 2026, 5:13 a.m. |
Created at: March 30, 2026, 7:33 p.m.