Triple
T5360598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grande Prairie |
E103009
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Grande Prairie Public Library
Grande Prairie Public Library is the main public library serving the community of Grande Prairie, Alberta, providing access to books, digital resources, and community programs.
|
E514566
|
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: Grande Prairie Public Library | Statement: [Grande Prairie, hasPublicLibrary, Grande Prairie Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grande Prairie Public Library Context triple: [Grande Prairie, hasPublicLibrary, Grande Prairie Public Library]
-
A.
Prairie Trails Public Library District
Prairie Trails Public Library District is a community public library system serving residents of Burbank, Illinois, and surrounding areas with educational, informational, and recreational resources.
-
B.
Gravenhurst Public Library
Gravenhurst Public Library is a community library in Gravenhurst, Ontario, providing residents with access to books, digital resources, and public programs.
-
C.
Cardston Municipal Library
Cardston Municipal Library is a community public library in Cardston, Alberta, providing local residents with access to books, digital resources, and library services.
-
D.
Kitchener Public Library
Kitchener Public Library is the main public library system serving the city of Kitchener, Ontario, providing community access to books, digital resources, and educational programs.
-
E.
Gladstone Public Library
Gladstone Public Library is the community library serving residents of Gladstone, Oregon, providing access to books, media, and local 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: Grande Prairie Public Library Triple: [Grande Prairie, hasPublicLibrary, Grande Prairie Public Library]
Generated description
Grande Prairie Public Library is the main public library serving the community of Grande Prairie, Alberta, providing access to books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grande Prairie Public Library Target entity description: Grande Prairie Public Library is the main public library serving the community of Grande Prairie, Alberta, providing access to books, digital resources, and community programs.
-
A.
Prairie Trails Public Library District
Prairie Trails Public Library District is a community public library system serving residents of Burbank, Illinois, and surrounding areas with educational, informational, and recreational resources.
-
B.
Gravenhurst Public Library
Gravenhurst Public Library is a community library in Gravenhurst, Ontario, providing residents with access to books, digital resources, and public programs.
-
C.
Cardston Municipal Library
Cardston Municipal Library is a community public library in Cardston, Alberta, providing local residents with access to books, digital resources, and library services.
-
D.
Kitchener Public Library
Kitchener Public Library is the main public library system serving the city of Kitchener, Ontario, providing community access to books, digital resources, and educational programs.
-
E.
Gladstone Public Library
Gladstone Public Library is the community library serving residents of Gladstone, Oregon, providing access to books, media, and local 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_69bd43daa3e4819090b59d127db70e57 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd86588af081908c846fcde65724da |
completed | March 20, 2026, 5:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21ec83b88190abc227d93b4c1c49 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf25cac6d48190ab3155c667e19484 |
completed | March 21, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf264cb0c08190a92e53441ac937a3 |
completed | March 21, 2026, 11:14 p.m. |
Created at: March 20, 2026, 2:02 p.m.