Triple
T16015776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Farmington, Michigan |
E388461
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Farmington Community Library system
The Farmington Community Library system is a public library network serving the residents of Farmington and surrounding areas in Michigan with books, digital resources, and community programs.
|
E1190252
|
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: Farmington Community Library system | Statement: [Farmington, Michigan, hasLibrary, Farmington Community Library system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Farmington Community Library system Context triple: [Farmington, Michigan, hasLibrary, Farmington Community Library system]
-
A.
Farmington Public Library
Farmington Public Library is the public library serving the community of Farmington, Maine, providing access to books, media, and educational resources.
-
B.
Handley Regional Library System
Handley Regional Library System is a public library network serving communities in and around Winchester, Virginia, through multiple branches and regional services.
-
C.
Winfield Public Library
Winfield Public Library is the community library serving residents of Winfield, Illinois with books, media, and public programs.
-
D.
Winfield Public Library
Winfield Public Library is a community public library serving the residents of Winfield, Kansas with access to books, media, and local programs.
-
E.
Wayne County Federated Library System
Wayne County Federated Library System is a public library network in Wayne County, Michigan, known for serving the Detroit area and having employed poet and librarian Dudley Randall.
- 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: Farmington Community Library system Triple: [Farmington, Michigan, hasLibrary, Farmington Community Library system]
Generated description
The Farmington Community Library system is a public library network serving the residents of Farmington and surrounding areas in Michigan with books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Farmington Community Library system Target entity description: The Farmington Community Library system is a public library network serving the residents of Farmington and surrounding areas in Michigan with books, digital resources, and community programs.
-
A.
Farmington Public Library
Farmington Public Library is the public library serving the community of Farmington, Maine, providing access to books, media, and educational resources.
-
B.
Handley Regional Library System
Handley Regional Library System is a public library network serving communities in and around Winchester, Virginia, through multiple branches and regional services.
-
C.
Winfield Public Library
Winfield Public Library is the community library serving residents of Winfield, Illinois with books, media, and public programs.
-
D.
Winfield Public Library
Winfield Public Library is a community public library serving the residents of Winfield, Kansas with access to books, media, and local programs.
-
E.
Wayne County Federated Library System
Wayne County Federated Library System is a public library network in Wayne County, Michigan, known for serving the Detroit area and having employed poet and librarian Dudley Randall.
- 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e18294f6c48190ab9d3eead268f846 |
completed | April 17, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf284fa481909b571d1bf107fca4 |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffcfb02b208190b961b525a29b02a5 |
completed | May 10, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd8e7b94c819093bc23288900df33 |
completed | May 10, 2026, 1:01 a.m. |
Created at: April 10, 2026, 4:55 a.m.