Triple
T13012293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlboro Township, New Jersey |
E322447
|
entity |
| Predicate | librarySystem |
P732
|
FINISHED |
| Object |
Monmouth County Library System
The Monmouth County Library System is a public library network serving residents of Monmouth County, New Jersey with multiple branches, resources, and community programs.
|
E1017319
|
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: Monmouth County Library System | Statement: [Marlboro Township, New Jersey, librarySystem, Monmouth County Library System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monmouth County Library System Context triple: [Marlboro Township, New Jersey, librarySystem, Monmouth County Library System]
-
A.
Burlington County Library System
Burlington County Library System is a public library network serving communities throughout Burlington County, New Jersey with books, digital resources, and community programs.
-
B.
Monmouth Public Library
Monmouth Public Library is the community library serving residents of Monmouth, Oregon with access to books, media, and local programs.
-
C.
Union County Library
Union County Library is a public library serving the residents of New Albany and the surrounding communities in Union County, Mississippi.
-
D.
West Windsor Branch of the Mercer County Library System
The West Windsor Branch of the Mercer County Library System is a public library serving the residents of West Windsor Township, New Jersey, with lending materials, programs, and community services.
-
E.
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.
- 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: Monmouth County Library System Triple: [Marlboro Township, New Jersey, librarySystem, Monmouth County Library System]
Generated description
The Monmouth County Library System is a public library network serving residents of Monmouth County, New Jersey with multiple branches, resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monmouth County Library System Target entity description: The Monmouth County Library System is a public library network serving residents of Monmouth County, New Jersey with multiple branches, resources, and community programs.
-
A.
Burlington County Library System
Burlington County Library System is a public library network serving communities throughout Burlington County, New Jersey with books, digital resources, and community programs.
-
B.
Monmouth Public Library
Monmouth Public Library is the community library serving residents of Monmouth, Oregon with access to books, media, and local programs.
-
C.
Union County Library
Union County Library is a public library serving the residents of New Albany and the surrounding communities in Union County, Mississippi.
-
D.
West Windsor Branch of the Mercer County Library System
The West Windsor Branch of the Mercer County Library System is a public library serving the residents of West Windsor Township, New Jersey, with lending materials, programs, and community services.
-
E.
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.
- 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_69f6cbc77f308190b3b47f7a092db434 |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cd3d5090819091b65f544ad139fd |
completed | May 3, 2026, 4:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6cdc8d52c819083717a455d589646 |
completed | May 3, 2026, 4:23 a.m. |
Created at: April 9, 2026, 8:49 p.m.