Triple
T2450944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Livonia, Michigan |
E53701
|
entity |
| Predicate | hasLibrarySystem |
P35
|
FINISHED |
| Object |
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
|
E267569
|
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: Livonia Public Library | Statement: [Livonia, Michigan, hasLibrarySystem, Livonia Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livonia Public Library Context triple: [Livonia, Michigan, hasLibrarySystem, Livonia Public Library]
-
A.
Detroit Public Library
The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
-
B.
Norwalk Public Library
Norwalk Public Library is a community library in Norwalk, Ohio, providing local residents with access to books, media, and educational resources.
-
C.
Homewood Public Library
Homewood Public Library is the main public library serving the community of Homewood, Alabama, offering lending materials, educational programs, and community services.
-
D.
Clinton Public Library
Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
-
E.
Monroe Community Library
Monroe Community Library is a branch library serving the Monroe area as part of the Corvallis-Benton County Public Library system in Oregon.
- 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: Livonia Public Library Triple: [Livonia, Michigan, hasLibrarySystem, Livonia Public Library]
Generated description
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livonia Public Library Target entity description: Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
-
A.
Detroit Public Library
The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
-
B.
Norwalk Public Library
Norwalk Public Library is a community library in Norwalk, Ohio, providing local residents with access to books, media, and educational resources.
-
C.
Homewood Public Library
Homewood Public Library is the main public library serving the community of Homewood, Alabama, offering lending materials, educational programs, and community services.
-
D.
Clinton Public Library
Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
-
E.
Monroe Community Library
Monroe Community Library is a branch library serving the Monroe area as part of the Corvallis-Benton County Public Library system in Oregon.
- 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_69ab495d227c8190b26ae6548eeb1019 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd0f402b48190b871b2475983af7e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0c2a7b08190beb27f6a83208e5c |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef5de0e4c8190af460b7e2fb2a5eb |
completed | March 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef68a6a18819097876fea0120103b |
completed | March 9, 2026, 4:34 p.m. |
Created at: March 6, 2026, 9:43 p.m.