Triple
T1479640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yarmouth, Massachusetts |
E30921
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
South Yarmouth Library
South Yarmouth Library is a public library serving the South Yarmouth village and broader Yarmouth, Massachusetts community with lending materials, programs, and local resources.
|
E169049
|
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: South Yarmouth Library | Statement: [Yarmouth, Massachusetts, hasPublicLibrary, South Yarmouth Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Yarmouth Library Context triple: [Yarmouth, Massachusetts, hasPublicLibrary, South Yarmouth Library]
-
A.
Brockton Public Library
Brockton Public Library is the main public library system serving the residents of Brockton, Massachusetts with lending, research, and community programs.
-
B.
Lynnfield Public Library
Lynnfield Public Library is the main public library serving the residents of Lynnfield, Massachusetts with lending materials, programs, and community services.
-
C.
Shrewsbury Public Library
Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational 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.
Malden Public Library
Malden Public Library is the main public library serving the city of Malden, Massachusetts, providing community access to books, media, and educational 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: South Yarmouth Library Triple: [Yarmouth, Massachusetts, hasPublicLibrary, South Yarmouth Library]
Generated description
South Yarmouth Library is a public library serving the South Yarmouth village and broader Yarmouth, Massachusetts community with lending materials, programs, and local resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Yarmouth Library Target entity description: South Yarmouth Library is a public library serving the South Yarmouth village and broader Yarmouth, Massachusetts community with lending materials, programs, and local resources.
-
A.
Brockton Public Library
Brockton Public Library is the main public library system serving the residents of Brockton, Massachusetts with lending, research, and community programs.
-
B.
Lynnfield Public Library
Lynnfield Public Library is the main public library serving the residents of Lynnfield, Massachusetts with lending materials, programs, and community services.
-
C.
Shrewsbury Public Library
Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational 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.
Malden Public Library
Malden Public Library is the main public library serving the city of Malden, Massachusetts, providing community access to books, media, and educational 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_69a498fe55a88190ab7f9e40ace88e49 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c674cc9c819088fc9146c7a7a914 |
completed | March 1, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad15aff1288190a3e36324d975d482 |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad1639e21081908737b51e910ceae3 |
completed | March 8, 2026, 6:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad16a98fd08190a14f4d7d6b11f5e8 |
completed | March 8, 2026, 6:26 a.m. |
Created at: March 1, 2026, 8:11 p.m.