Triple
T13118287
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton Township, Bucks County, Pennsylvania |
E311653
|
entity |
| Predicate | hasPublicLibraryService |
P97932
|
FINISHED |
| Object |
Free Library of Northampton Township
The Free Library of Northampton Township is a public library serving the residents of Northampton Township in Bucks County, Pennsylvania, offering access to books, media, programs, and community resources.
|
E1022300
|
NE FINISHED |
How this triple was built (5 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: Free Library of Northampton Township | Statement: [Northampton Township, Bucks County, Pennsylvania, hasPublicLibraryService, Free Library of Northampton Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Free Library of Northampton Township Context triple: [Northampton Township, Bucks County, Pennsylvania, hasPublicLibraryService, Free Library of Northampton Township]
-
A.
Franklin Township Public Library
Franklin Township Public Library is the public library system serving Franklin Township, New Jersey, providing community access to books, media, and educational programs across multiple branches.
-
B.
Peters Township Public Library
Peters Township Public Library is a community public library in Peters Township, Pennsylvania, offering lending services, educational programs, and resources for local residents.
-
C.
Abington Social Library
Abington Social Library is a historic community library in Abington, Connecticut, known for serving as a longstanding local cultural and educational center.
-
D.
Warminster Township Free Library
Warminster Township Free Library is a public library serving the residents of Warminster Township and the surrounding community in Pennsylvania with lending materials, programs, and information services.
-
E.
Waterford Township Public Library
Waterford Township Public Library is the main public library serving the residents of Waterford Township, Michigan with lending materials, programs, and community 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: Free Library of Northampton Township Triple: [Northampton Township, Bucks County, Pennsylvania, hasPublicLibraryService, Free Library of Northampton Township]
Generated description
The Free Library of Northampton Township is a public library serving the residents of Northampton Township in Bucks County, Pennsylvania, offering access to books, media, programs, and community resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Free Library of Northampton Township Target entity description: The Free Library of Northampton Township is a public library serving the residents of Northampton Township in Bucks County, Pennsylvania, offering access to books, media, programs, and community resources.
-
A.
Franklin Township Public Library
Franklin Township Public Library is the public library system serving Franklin Township, New Jersey, providing community access to books, media, and educational programs across multiple branches.
-
B.
Peters Township Public Library
Peters Township Public Library is a community public library in Peters Township, Pennsylvania, offering lending services, educational programs, and resources for local residents.
-
C.
Abington Social Library
Abington Social Library is a historic community library in Abington, Connecticut, known for serving as a longstanding local cultural and educational center.
-
D.
Warminster Township Free Library
Warminster Township Free Library is a public library serving the residents of Warminster Township and the surrounding community in Pennsylvania with lending materials, programs, and information services.
-
E.
Waterford Township Public Library
Waterford Township Public Library is the main public library serving the residents of Waterford Township, Michigan with lending materials, programs, and community services.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPublicLibraryService Context triple: [Northampton Township, Bucks County, Pennsylvania, hasPublicLibraryService, Free Library of Northampton Township]
-
A.
hasPublicLibraryBuilding
Indicates that an entity possesses or is associated with a public library building as a physical facility.
-
B.
hasOfficialLibrary
Indicates that an entity possesses or is served by a formally recognized, authorized library.
-
C.
hasDigitalLibraryServices
Indicates that an entity provides or supports access to digital library-related services or resources.
-
D.
hasPublic
Indicates that an entity is accessible or visible to the general public rather than being private or restricted.
-
E.
servedByLibrary
chosen
Indicates that an entity receives services, resources, or support from a particular library.
- F. None of above.
Provenance (6 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e284c3c881909d65e2ba89fbe7af |
completed | May 3, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f6e383dd8c8190872304c99b753152 |
completed | May 3, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e47b052c8190a6f6ca5a6bd210f5 |
completed | May 3, 2026, 6 a.m. |
| PD | Predicate disambiguation | batch_69d98041a3548190a05ddd83dbb660fa |
completed | April 10, 2026, 10:57 p.m. |
Created at: April 9, 2026, 9:06 p.m.