Triple
T13012292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlboro Township, New Jersey |
E322447
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Marlboro Township Public Library
Marlboro Township Public Library is the main public library serving the residents of Marlboro Township, New Jersey with lending, educational, and community programs.
|
E1015477
|
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: Marlboro Township Public Library | Statement: [Marlboro Township, New Jersey, hasPublicLibrary, Marlboro Township Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlboro Township Public Library Context triple: [Marlboro Township, New Jersey, hasPublicLibrary, Marlboro Township Public Library]
-
A.
Plainsboro Public Library
Plainsboro Public Library is the community library serving Plainsboro Township, New Jersey, offering residents access to books, media, educational programs, and public resources.
-
B.
Paulsboro Public Library
Paulsboro Public Library is the community library serving residents of Paulsboro, New Jersey with access to books, media, and local programs.
-
C.
Morristown & Morris Township Public Library
The Morristown & Morris Township Public Library is a community public library serving residents of Morristown and Morris Township in New Jersey with lending collections, research resources, and educational programs.
-
D.
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.
-
E.
East Brunswick Public Library
East Brunswick Public Library is the main public library serving the community of East Brunswick, New Jersey, offering lending services, programs, and resources for residents of all ages.
- 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: Marlboro Township Public Library Triple: [Marlboro Township, New Jersey, hasPublicLibrary, Marlboro Township Public Library]
Generated description
Marlboro Township Public Library is the main public library serving the residents of Marlboro Township, New Jersey with lending, educational, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlboro Township Public Library Target entity description: Marlboro Township Public Library is the main public library serving the residents of Marlboro Township, New Jersey with lending, educational, and community programs.
-
A.
Plainsboro Public Library
Plainsboro Public Library is the community library serving Plainsboro Township, New Jersey, offering residents access to books, media, educational programs, and public resources.
-
B.
Paulsboro Public Library
Paulsboro Public Library is the community library serving residents of Paulsboro, New Jersey with access to books, media, and local programs.
-
C.
Morristown & Morris Township Public Library
The Morristown & Morris Township Public Library is a community public library serving residents of Morristown and Morris Township in New Jersey with lending collections, research resources, and educational programs.
-
D.
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.
-
E.
East Brunswick Public Library
East Brunswick Public Library is the main public library serving the community of East Brunswick, New Jersey, offering lending services, programs, and resources for residents of all ages.
- 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_69d807657e8c8190bd9435ee2f823845 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97ecbb8f4819094d55eb07cb5ad97 |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c10d5b9881909db688c1ab0e6a77 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c277e6248190870b3bf9869716a7 |
completed | May 3, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c38bc0b08190b76cb0853d99ad82 |
completed | May 3, 2026, 3:39 a.m. |
Created at: April 9, 2026, 8:49 p.m.