Triple
T10361210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springfield, Massachusetts |
E244135
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Springfield City Library
Springfield City Library is the public library system serving the residents of Springfield, Massachusetts with collections, programs, and community services.
|
E858679
|
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: Springfield City Library | Statement: [Springfield, Massachusetts, hasLibrary, Springfield City Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Springfield City Library Context triple: [Springfield, Massachusetts, hasLibrary, Springfield City Library]
-
A.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
B.
Lane Public Library
Lane Public Library is a public library system serving the Hamilton, Ohio area, providing community access to books, digital resources, and educational programs.
-
C.
University City Public Library
University City Public Library is a community-focused public library in University City, Missouri, offering lending services, educational programs, and public resources to local residents.
-
D.
North City Library
North City Library is a public library serving the Harpurhey area, providing local residents with access to books, digital resources, and community services.
-
E.
Champaign Public Library
Champaign Public Library is the main public library serving the residents of Champaign, Illinois, offering lending services, community programs, and access to information 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: Springfield City Library Triple: [Springfield, Massachusetts, hasLibrary, Springfield City Library]
Generated description
Springfield City Library is the public library system serving the residents of Springfield, Massachusetts with collections, programs, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Springfield City Library Target entity description: Springfield City Library is the public library system serving the residents of Springfield, Massachusetts with collections, programs, and community services.
-
A.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
B.
Lane Public Library
Lane Public Library is a public library system serving the Hamilton, Ohio area, providing community access to books, digital resources, and educational programs.
-
C.
University City Public Library
University City Public Library is a community-focused public library in University City, Missouri, offering lending services, educational programs, and public resources to local residents.
-
D.
North City Library
North City Library is a public library serving the Harpurhey area, providing local residents with access to books, digital resources, and community services.
-
E.
Champaign Public Library
Champaign Public Library is the main public library serving the residents of Champaign, Illinois, offering lending services, community programs, and access to information 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e96209548190957368ee8c6a9ec3 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d750bcf00081909b44ffa5df76aec1 |
completed | April 9, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69d7618ecb748190a492406eabe590d7 |
completed | April 9, 2026, 8:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d77057affc8190b420e66560c3dfbd |
completed | April 9, 2026, 9:24 a.m. |
Created at: April 6, 2026, 11:59 a.m.