Triple
T4316420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hampshire, Illinois |
E96402
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Ella Johnson Memorial Public Library District
Ella Johnson Memorial Public Library District is a community-focused public library system serving residents in and around Hampshire, Illinois with educational, cultural, and informational resources.
|
E430433
|
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: Ella Johnson Memorial Public Library District | Statement: [Hampshire, Illinois, hasPublicLibrary, Ella Johnson Memorial Public Library District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ella Johnson Memorial Public Library District Context triple: [Hampshire, Illinois, hasPublicLibrary, Ella Johnson Memorial Public Library District]
-
A.
Cunningham Memorial Library
Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
-
B.
Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
-
C.
James E. Shepard Memorial Library
James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
-
D.
Ellis Public Library
Ellis Public Library is the community library serving the residents of Ellis, Kansas, providing access to books, media, and local information resources.
-
E.
Cornelius Public Library
Cornelius Public Library is the public library serving the community of Cornelius, Oregon, providing access to books, digital resources, and community programs.
- 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: Ella Johnson Memorial Public Library District Triple: [Hampshire, Illinois, hasPublicLibrary, Ella Johnson Memorial Public Library District]
Generated description
Ella Johnson Memorial Public Library District is a community-focused public library system serving residents in and around Hampshire, Illinois with educational, cultural, and informational resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ella Johnson Memorial Public Library District Target entity description: Ella Johnson Memorial Public Library District is a community-focused public library system serving residents in and around Hampshire, Illinois with educational, cultural, and informational resources.
-
A.
Cunningham Memorial Library
Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
-
B.
Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
-
C.
James E. Shepard Memorial Library
James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
-
D.
Ellis Public Library
Ellis Public Library is the community library serving the residents of Ellis, Kansas, providing access to books, media, and local information resources.
-
E.
Cornelius Public Library
Cornelius Public Library is the public library serving the community of Cornelius, Oregon, providing access to books, digital resources, and community programs.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350f60dfc819098202b7eb3bbf402 |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d085f78481909bb6dd55bf06d9d6 |
completed | March 14, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69b5d0f6d1d48190a3ecd1765043ac58 |
completed | March 14, 2026, 9:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d18381288190948a7a0c42dc8cbf |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:12 p.m.