Triple
T22156105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaler Township, Pennsylvania |
E547541
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Shaler North Hills Library
Shaler North Hills Library is a public library serving the residents of Shaler Township and the surrounding North Hills area of Pennsylvania with lending materials, programs, and community services.
|
E1522175
|
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: Shaler North Hills Library | Statement: [Shaler Township, Pennsylvania, hasPublicLibrary, Shaler North Hills Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaler North Hills Library Context triple: [Shaler Township, Pennsylvania, hasPublicLibrary, Shaler North Hills Library]
-
A.
Schiller Park Public Library
Schiller Park Public Library is the community public library serving residents of Schiller Park, Illinois with books, media, and local programs.
-
B.
Chicago Ridge Public Library
Chicago Ridge Public Library is the public library serving the residents of Chicago Ridge, Illinois, providing access to books, media, technology, and community programs.
-
C.
Highland Park Public Library
Highland Park Public Library is the main public library serving the community of Highland Park, Illinois, providing access to books, media, educational programs, and community services.
-
D.
Highland Park Public Library
Highland Park Public Library is the community library serving Highland Park, New Jersey, providing local residents with access to books, media, and educational resources.
-
E.
Rolling Meadows Library
Rolling Meadows Library is the public library serving the community of Rolling Meadows, Illinois, providing residents with access to books, media, programs, and other 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: Shaler North Hills Library Triple: [Shaler Township, Pennsylvania, hasPublicLibrary, Shaler North Hills Library]
Generated description
Shaler North Hills Library is a public library serving the residents of Shaler Township and the surrounding North Hills area of Pennsylvania with lending materials, programs, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaler North Hills Library Target entity description: Shaler North Hills Library is a public library serving the residents of Shaler Township and the surrounding North Hills area of Pennsylvania with lending materials, programs, and community services.
-
A.
Schiller Park Public Library
Schiller Park Public Library is the community public library serving residents of Schiller Park, Illinois with books, media, and local programs.
-
B.
Chicago Ridge Public Library
Chicago Ridge Public Library is the public library serving the residents of Chicago Ridge, Illinois, providing access to books, media, technology, and community programs.
-
C.
Highland Park Public Library
Highland Park Public Library is the main public library serving the community of Highland Park, Illinois, providing access to books, media, educational programs, and community services.
-
D.
Highland Park Public Library
Highland Park Public Library is the community library serving Highland Park, New Jersey, providing local residents with access to books, media, and educational resources.
-
E.
Rolling Meadows Library
Rolling Meadows Library is the public library serving the community of Rolling Meadows, Illinois, providing residents with access to books, media, programs, and other 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a970c925481908d8f1135703f7050 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97e509a88190a7f316cf340d010a |
completed | May 18, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a987daa208190bab5b7adec1913e8 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:33 p.m.