Triple
T13082500
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fergus Falls, Minnesota |
E310242
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Fergus Falls Public Library
Fergus Falls Public Library is the main public library serving the residents of Fergus Falls, Minnesota with lending materials, programs, and community services.
|
E1019683
|
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: Fergus Falls Public Library | Statement: [Fergus Falls, Minnesota, hasPublicLibrary, Fergus Falls Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fergus Falls Public Library Context triple: [Fergus Falls, Minnesota, hasPublicLibrary, Fergus Falls Public Library]
-
A.
Freeland Library
Freeland Library is a public library serving the community of Freeland, Washington, as part of the local public library system.
-
B.
Great Falls Library
Great Falls Library is a public library serving the Great Falls, Virginia community with books, media, and local programs.
-
C.
Nashwaaksis Public Library
Nashwaaksis Public Library is a community library serving the Nashwaaksis area with public access to books, media, and information services.
-
D.
Blind River Public Library
Blind River Public Library is a community library in Blind River, Ontario, that provides residents with access to books, digital resources, and public programs.
-
E.
Silver Falls Library District
Silver Falls Library District is the public library system serving the community of Silverton, Oregon and its surrounding area.
- 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: Fergus Falls Public Library Triple: [Fergus Falls, Minnesota, hasPublicLibrary, Fergus Falls Public Library]
Generated description
Fergus Falls Public Library is the main public library serving the residents of Fergus Falls, Minnesota with lending materials, programs, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fergus Falls Public Library Target entity description: Fergus Falls Public Library is the main public library serving the residents of Fergus Falls, Minnesota with lending materials, programs, and community services.
-
A.
Freeland Library
Freeland Library is a public library serving the community of Freeland, Washington, as part of the local public library system.
-
B.
Great Falls Library
Great Falls Library is a public library serving the Great Falls, Virginia community with books, media, and local programs.
-
C.
Nashwaaksis Public Library
Nashwaaksis Public Library is a community library serving the Nashwaaksis area with public access to books, media, and information services.
-
D.
Blind River Public Library
Blind River Public Library is a community library in Blind River, Ontario, that provides residents with access to books, digital resources, and public programs.
-
E.
Silver Falls Library District
Silver Falls Library District is the public library system serving the community of Silverton, Oregon and its surrounding area.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d9811add9881908a92186dab5b6d48 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60e7b48819087e4583a5736c1df |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d76cc33c8190ac8113094bcf868b |
completed | May 3, 2026, 5:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d8013e9481908f5edcce7247212d |
completed | May 3, 2026, 5:07 a.m. |
Created at: April 9, 2026, 9:01 p.m.