Triple
T14971893
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Millbury, Massachusetts |
E373340
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Millbury Public Library
Millbury Public Library is the main public library serving the residents of Millbury, Massachusetts with lending materials, community programs, and information services.
|
E1129725
|
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: Millbury Public Library | Statement: [Millbury, Massachusetts, hasPublicLibrary, Millbury Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millbury Public Library Context triple: [Millbury, Massachusetts, hasPublicLibrary, Millbury Public Library]
-
A.
Middleborough Public Library
Middleborough Public Library is a historic public library building in Middleborough, Massachusetts, serving as a community center for reading, learning, and local events.
-
B.
Tewksbury Public Library
Tewksbury Public Library is the main public library serving the residents of Tewksbury, Massachusetts with lending materials, programs, and community services.
-
C.
Merrimack Public Library
Merrimack Public Library is the main community library serving residents of Merrimack, New Hampshire with lending materials, programs, and public information services.
-
D.
Walpole Public Library
Walpole Public Library is the main public library serving the town of Walpole, Massachusetts, providing community access to books, media, and educational resources.
-
E.
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.
- 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: Millbury Public Library Triple: [Millbury, Massachusetts, hasPublicLibrary, Millbury Public Library]
Generated description
Millbury Public Library is the main public library serving the residents of Millbury, Massachusetts with lending materials, community programs, and information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millbury Public Library Target entity description: Millbury Public Library is the main public library serving the residents of Millbury, Massachusetts with lending materials, community programs, and information services.
-
A.
Middleborough Public Library
Middleborough Public Library is a historic public library building in Middleborough, Massachusetts, serving as a community center for reading, learning, and local events.
-
B.
Tewksbury Public Library
Tewksbury Public Library is the main public library serving the residents of Tewksbury, Massachusetts with lending materials, programs, and community services.
-
C.
Merrimack Public Library
Merrimack Public Library is the main community library serving residents of Merrimack, New Hampshire with lending materials, programs, and public information services.
-
D.
Walpole Public Library
Walpole Public Library is the main public library serving the town of Walpole, Massachusetts, providing community access to books, media, and educational resources.
-
E.
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.
- 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_69d85ccbbcd48190acb56e7cf104d8ad |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded6e767608190940eb6f16ea97451 |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8be8af688190832efb00695f8b20 |
completed | May 9, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69fe8f39388c81909d6eb44f3433982e |
completed | May 9, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe8fa960888190ab1fa4bcf426be4b |
completed | May 9, 2026, 1:36 a.m. |
Created at: April 10, 2026, 2:50 a.m.