Triple
T7915865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chatham, New York |
E183824
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Chatham Public Library
Chatham Public Library is a community library in Chatham, New York, providing local residents with access to books, media, and educational resources.
|
E704928
|
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: Chatham Public Library | Statement: [Chatham, New York, hasPublicLibrary, Chatham Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chatham Public Library Context triple: [Chatham, New York, hasPublicLibrary, Chatham Public Library]
-
A.
Pease Public Library
Pease Public Library is the main public library serving the residents of Plymouth, New Hampshire, providing access to books, media, and community programs.
-
B.
Pembroke Public Library
Pembroke Public Library is the main public library serving the town of Pembroke, Massachusetts, providing community access to books, media, and educational resources.
-
C.
Atlantic Public Library
Atlantic Public Library is a community public library serving the residents of Atlantic, Iowa with access to books, digital resources, and local programs.
-
D.
Chelmsford Public Library
Chelmsford Public Library is the main public library serving the residents of Chelmsford, Massachusetts with lending materials, programs, and community services.
-
E.
Middlesex Public Library
Middlesex Public Library is the community library serving residents of Middlesex Borough, New Jersey, providing access to books, media, and local 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: Chatham Public Library Triple: [Chatham, New York, hasPublicLibrary, Chatham Public Library]
Generated description
Chatham Public Library is a community library in Chatham, New York, providing local residents with access to books, media, and educational resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chatham Public Library Target entity description: Chatham Public Library is a community library in Chatham, New York, providing local residents with access to books, media, and educational resources.
-
A.
Pease Public Library
Pease Public Library is the main public library serving the residents of Plymouth, New Hampshire, providing access to books, media, and community programs.
-
B.
Pembroke Public Library
Pembroke Public Library is the main public library serving the town of Pembroke, Massachusetts, providing community access to books, media, and educational resources.
-
C.
Atlantic Public Library
Atlantic Public Library is a community public library serving the residents of Atlantic, Iowa with access to books, digital resources, and local programs.
-
D.
Chelmsford Public Library
Chelmsford Public Library is the main public library serving the residents of Chelmsford, Massachusetts with lending materials, programs, and community services.
-
E.
Middlesex Public Library
Middlesex Public Library is the community library serving residents of Middlesex Borough, New Jersey, providing access to books, media, and local 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_69ca828efbe48190bd48482650182e79 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a76ae688190b068e4c92603a16d |
completed | March 31, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdffe21fc8190acffc2e92d13aa5d |
completed | March 31, 2026, 2:53 p.m. |
| NEDg | Description generation | batch_69cc46bfad4081908de1667b8a10ed0a |
completed | March 31, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc47e7167881908dce54e8b4615900 |
completed | March 31, 2026, 10:17 p.m. |
Created at: March 30, 2026, 5:05 p.m.