Triple
T3789871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allen Park, Michigan |
E89617
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
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.
|
E388455
|
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: Allen Park Public Library | Statement: [Allen Park, Michigan, hasPublicLibrary, Allen Park Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allen Park Public Library Context triple: [Allen Park, Michigan, hasPublicLibrary, Allen Park 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.
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.
-
C.
Oak Park Public Library
Oak Park Public Library is the main public library system serving the village of Oak Park, Illinois, providing community access to books, digital resources, and educational programs.
-
D.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
-
E.
Oak Lawn Public Library
Oak Lawn Public Library is a community public library serving the residents of Oak Lawn, Illinois with lending materials, programs, and information 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: Allen Park Public Library Triple: [Allen Park, Michigan, hasPublicLibrary, Allen Park Public Library]
Generated description
Allen Park Public Library is the main public library serving the residents of Allen Park, Michigan with lending materials, community programs, and information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Allen Park Public Library Target entity description: Allen Park Public Library is the main public library serving the residents of Allen Park, Michigan with lending materials, community programs, and information services.
-
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.
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.
-
C.
Oak Park Public Library
Oak Park Public Library is the main public library system serving the village of Oak Park, Illinois, providing community access to books, digital resources, and educational programs.
-
D.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
-
E.
Oak Lawn Public Library
Oak Lawn Public Library is a community public library serving the residents of Oak Lawn, Illinois with lending materials, programs, and information 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee76733248190a24a1143c64bd6c6 |
completed | March 9, 2026, 3:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f05326dc81909a4523c8f2062c25 |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f173d66881909301bfc45d10b3d1 |
completed | March 14, 2026, 5:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f1ecdd788190aebea36578923fad |
completed | March 14, 2026, 5:28 a.m. |
Created at: March 9, 2026, 3:15 p.m.