Triple
T3477888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inkster, Michigan |
E73417
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Inkster Public Library
Inkster Public Library is the public library serving the residents of Inkster, Michigan, providing access to books, media, and community programs.
|
E361559
|
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: Inkster Public Library | Statement: [Inkster, Michigan, hasPublicLibrary, Inkster Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inkster Public Library Context triple: [Inkster, Michigan, hasPublicLibrary, Inkster Public Library]
-
A.
Hamersly Library
Hamersly Library is the main academic library at Western Oregon University, providing research resources, study spaces, and information services to students and faculty.
-
B.
Millar Library
Millar Library is the main academic library of Portland State University, providing research resources, study spaces, and services to students and faculty.
-
C.
Sanger Public Library
Sanger Public Library is the community library serving residents of Sanger, Texas, providing access to books, media, and local educational resources.
-
D.
Bennett Martin Public Library
Bennett Martin Public Library is the main downtown branch and central hub of the Lincoln City Libraries system in Lincoln, Nebraska.
-
E.
Chinn Park Regional Library
Chinn Park Regional Library is a major public library serving the Woodbridge, Virginia community with extensive collections, programs, and community services.
- 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: Inkster Public Library Triple: [Inkster, Michigan, hasPublicLibrary, Inkster Public Library]
Generated description
Inkster Public Library is the public library serving the residents of Inkster, Michigan, providing access to books, media, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inkster Public Library Target entity description: Inkster Public Library is the public library serving the residents of Inkster, Michigan, providing access to books, media, and community programs.
-
A.
Hamersly Library
Hamersly Library is the main academic library at Western Oregon University, providing research resources, study spaces, and information services to students and faculty.
-
B.
Millar Library
Millar Library is the main academic library of Portland State University, providing research resources, study spaces, and services to students and faculty.
-
C.
Sanger Public Library
Sanger Public Library is the community library serving residents of Sanger, Texas, providing access to books, media, and local educational resources.
-
D.
Bennett Martin Public Library
Bennett Martin Public Library is the main downtown branch and central hub of the Lincoln City Libraries system in Lincoln, Nebraska.
-
E.
Chinn Park Regional Library
Chinn Park Regional Library is a major public library serving the Woodbridge, Virginia community with extensive collections, programs, and community services.
- 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_69ad85b3c9b08190857cae74c7f36da9 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb5b7584819096eadd1c5268eab1 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3681822488190a9876a21236f9aa3 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b368b4e504819094ca0adbdbe7bfd9 |
completed | March 13, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3693a8d6481909dadce4ac6109ff3 |
completed | March 13, 2026, 1:32 a.m. |
Created at: March 8, 2026, 3:17 p.m.