Triple
T3735329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chelmsford, Massachusetts |
E79167
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Chelmsford Public Library
Chelmsford Public Library is the main public library serving the residents of Chelmsford, Massachusetts with lending materials, programs, and community services.
|
E383307
|
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: Chelmsford Public Library | Statement: [Chelmsford, Massachusetts, hasPublicLibrary, Chelmsford Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelmsford Public Library Context triple: [Chelmsford, Massachusetts, hasPublicLibrary, Chelmsford Public Library]
-
A.
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.
-
B.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, New Hampshire with lending materials, programs, and community services.
-
C.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, Indiana, providing access to books, digital resources, and community programs.
-
D.
Medford Public Library
Medford Public Library is the main public library serving the residents of Medford, Massachusetts with lending materials, community programs, and educational resources.
-
E.
Hampden Public Library
Hampden Public Library is the main public library serving the residents of Hampden, Maine, providing access to books, media, 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: Chelmsford Public Library Triple: [Chelmsford, Massachusetts, hasPublicLibrary, Chelmsford Public Library]
Generated description
Chelmsford Public Library is the main public library serving the residents of Chelmsford, Massachusetts with lending materials, programs, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelmsford Public Library Target entity description: Chelmsford Public Library is the main public library serving the residents of Chelmsford, Massachusetts with lending materials, programs, and community services.
-
A.
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.
-
B.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, Indiana, providing access to books, digital resources, and community programs.
-
C.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, New Hampshire with lending materials, programs, and community services.
-
D.
Medford Public Library
Medford Public Library is the main public library serving the residents of Medford, Massachusetts with lending materials, community programs, and educational resources.
-
E.
Hampden Public Library
Hampden Public Library is the main public library serving the residents of Hampden, Maine, providing access to books, media, 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_69ad8b0e4650819090ad7cef094285e8 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb3b399c819091b42209925c0d8f |
completed | March 8, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db1be1388190a887d9eca0f4f9b3 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4db81fd648190a9dd6f0ade21f14d |
completed | March 14, 2026, 3:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dc1f3cc48190b1b53bc88a0c3577 |
completed | March 14, 2026, 3:55 a.m. |
Created at: March 8, 2026, 3:34 p.m.