Triple
T21377872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraser, Michigan |
E527259
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Fraser Public Library
Fraser Public Library is the public library serving the community of Fraser, Michigan, providing access to books, media, and local educational resources.
|
E1480991
|
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: Fraser Public Library | Statement: [Fraser, Michigan, hasLibrary, Fraser Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraser Public Library Context triple: [Fraser, Michigan, hasLibrary, Fraser Public Library]
-
A.
Parkdale Public Library
Parkdale Public Library is a community library branch serving the Parkdale neighborhood, offering public access to books, digital resources, and local programs.
-
B.
Lansdowne Public Library
Lansdowne Public Library is a community public library that provides local residents with access to books, digital resources, and educational programs.
-
C.
Broadview Public Library District
Broadview Public Library District is the public library system serving the residents of Broadview, Illinois, providing access to books, digital resources, and community programs.
-
D.
Freeland Library
Freeland Library is a public library serving the community of Freeland, Washington, as part of the local public library system.
-
E.
Woodbine Carnegie Public Library
Woodbine Carnegie Public Library is a historic Carnegie-funded public library serving the community of Woodbine, Iowa.
- 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: Fraser Public Library Triple: [Fraser, Michigan, hasLibrary, Fraser Public Library]
Generated description
Fraser Public Library is the public library serving the community of Fraser, Michigan, providing access to books, media, and local educational resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fraser Public Library Target entity description: Fraser Public Library is the public library serving the community of Fraser, Michigan, providing access to books, media, and local educational resources.
-
A.
Parkdale Public Library
Parkdale Public Library is a community library branch serving the Parkdale neighborhood, offering public access to books, digital resources, and local programs.
-
B.
Lansdowne Public Library
Lansdowne Public Library is a community public library that provides local residents with access to books, digital resources, and educational programs.
-
C.
Broadview Public Library District
Broadview Public Library District is the public library system serving the residents of Broadview, Illinois, providing access to books, digital resources, and community programs.
-
D.
Freeland Library
Freeland Library is a public library serving the community of Freeland, Washington, as part of the local public library system.
-
E.
Woodbine Carnegie Public Library
Woodbine Carnegie Public Library is a historic Carnegie-funded public library serving the community of Woodbine, Iowa.
- 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_69e0b51f363c8190944000ab5523b02b |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0ca5e1c81909b06958459c553dc |
completed | April 22, 2026, 11:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09b42274f0819092541d278a3a900c |
completed | May 17, 2026, 12:27 p.m. |
| NEDg | Description generation | batch_6a09b494bc348190b72a5e862b74711a |
completed | May 17, 2026, 12:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09b60be86c8190ba4e0890da8dadb1 |
completed | May 17, 2026, 12:35 p.m. |
Created at: April 16, 2026, 5:11 p.m.