Triple
T7089875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkeley Heights, New Jersey |
E165162
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Berkeley Heights Public Library
Berkeley Heights Public Library is the community public library serving residents of Berkeley Heights, New Jersey with lending materials, programs, and local information services.
|
E640580
|
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: Berkeley Heights Public Library | Statement: [Berkeley Heights, New Jersey, hasPublicLibrary, Berkeley Heights Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkeley Heights Public Library Context triple: [Berkeley Heights, New Jersey, hasPublicLibrary, Berkeley Heights Public Library]
-
A.
Bedford Hills Free Library
Bedford Hills Free Library is a community public library serving the residents of Bedford Hills in Westchester County, New York.
-
B.
Montclair Public Library
Montclair Public Library is the main public library system serving the residents of Montclair, New Jersey with lending, research, and community programs.
-
C.
Penfield Library
Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
-
D.
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.
-
E.
Teaneck Public Library
Teaneck Public Library is the main public library serving the residents of Teaneck, New Jersey, offering lending materials, community programs, and information 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: Berkeley Heights Public Library Triple: [Berkeley Heights, New Jersey, hasPublicLibrary, Berkeley Heights Public Library]
Generated description
Berkeley Heights Public Library is the community public library serving residents of Berkeley Heights, New Jersey with lending materials, programs, and local information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkeley Heights Public Library Target entity description: Berkeley Heights Public Library is the community public library serving residents of Berkeley Heights, New Jersey with lending materials, programs, and local information services.
-
A.
Bedford Hills Free Library
Bedford Hills Free Library is a community public library serving the residents of Bedford Hills in Westchester County, New York.
-
B.
Montclair Public Library
Montclair Public Library is the main public library system serving the residents of Montclair, New Jersey with lending, research, and community programs.
-
C.
Penfield Library
Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
-
D.
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.
-
E.
Teaneck Public Library
Teaneck Public Library is the main public library serving the residents of Teaneck, New Jersey, offering lending materials, community programs, and information services.
- 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_69c6887d98408190912b9580666b0c1d |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e52ec0348190ac090c2fee3edfb8 |
completed | March 27, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7948cb3d48190993134d709924e3d |
completed | March 28, 2026, 8:42 a.m. |
| NEDg | Description generation | batch_69c7962ec0bc8190a9223ebb245d0914 |
completed | March 28, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79709ed808190a9f09f5350ba2ffd |
completed | March 28, 2026, 8:53 a.m. |
Created at: March 27, 2026, 2:41 p.m.