Triple
T16045578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Blanc, Michigan |
E389208
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Grand Blanc-McFarlen Library
Grand Blanc-McFarlen Library is the main public library serving the Grand Blanc, Michigan community, offering lending materials, programs, and educational resources to local residents.
|
E1191247
|
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: Grand Blanc-McFarlen Library | Statement: [Grand Blanc, Michigan, hasPublicLibrary, Grand Blanc-McFarlen Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Blanc-McFarlen Library Context triple: [Grand Blanc, Michigan, hasPublicLibrary, Grand Blanc-McFarlen Library]
-
A.
Flint Memorial Library
Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
-
B.
Bay City Public Library
Bay City Public Library is the main public library serving the residents of Bay City, Texas with books, digital resources, and community programs.
-
C.
Allen Park Public Library
Allen Park Public Library is the main public library serving the residents of Allen Park, Michigan with lending materials, community programs, and information services.
-
D.
Sterling Heights Public Library
Sterling Heights Public Library is the main public library serving the community of Sterling Heights, Michigan, providing residents with access to books, digital resources, and educational programs.
-
E.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
- 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: Grand Blanc-McFarlen Library Triple: [Grand Blanc, Michigan, hasPublicLibrary, Grand Blanc-McFarlen Library]
Generated description
Grand Blanc-McFarlen Library is the main public library serving the Grand Blanc, Michigan community, offering lending materials, programs, and educational resources to local residents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Blanc-McFarlen Library Target entity description: Grand Blanc-McFarlen Library is the main public library serving the Grand Blanc, Michigan community, offering lending materials, programs, and educational resources to local residents.
-
A.
Flint Memorial Library
Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
-
B.
Bay City Public Library
Bay City Public Library is the main public library serving the residents of Bay City, Texas with books, digital resources, and community programs.
-
C.
Allen Park Public Library
Allen Park Public Library is the main public library serving the residents of Allen Park, Michigan with lending materials, community programs, and information services.
-
D.
Sterling Heights Public Library
Sterling Heights Public Library is the main public library serving the community of Sterling Heights, Michigan, providing residents with access to books, digital resources, and educational programs.
-
E.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1835dd9a0819087e362cf5770232a |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbdbcf248190b7122d61d857e806 |
completed | May 10, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69ffdcdb551c8190b367407b749314e8 |
completed | May 10, 2026, 1:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffddbfaf088190a644e7898f995c1d |
completed | May 10, 2026, 1:22 a.m. |
Created at: April 10, 2026, 4:56 a.m.