Triple
T8532154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elkhart, Indiana |
E201977
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Elkhart Public Library
Elkhart Public Library is the main public library system serving the residents of Elkhart, Indiana with lending, research, and community programs.
|
E740210
|
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: Elkhart Public Library | Statement: [Elkhart, Indiana, hasLibrary, Elkhart Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elkhart Public Library Context triple: [Elkhart, Indiana, hasLibrary, Elkhart Public Library]
-
A.
Indian Prairie Public Library District
The Indian Prairie Public Library District is a suburban Illinois library system serving residents of Darien and surrounding communities with lending materials, programs, and community services.
-
B.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
C.
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.
-
D.
Canton Public Library
Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational resources.
-
E.
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.
- 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: Elkhart Public Library Triple: [Elkhart, Indiana, hasLibrary, Elkhart Public Library]
Generated description
Elkhart Public Library is the main public library system serving the residents of Elkhart, Indiana with lending, research, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elkhart Public Library Target entity description: Elkhart Public Library is the main public library system serving the residents of Elkhart, Indiana with lending, research, and community programs.
-
A.
Indian Prairie Public Library District
The Indian Prairie Public Library District is a suburban Illinois library system serving residents of Darien and surrounding communities with lending materials, programs, and community services.
-
B.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
C.
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.
-
D.
Canton Public Library
Canton Public Library is a community public library serving the residents of Canton, South Dakota with access to books, media, and local educational resources.
-
E.
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.
- 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_69ca832355b08190b8b6a4ab4a4a3554 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe676e2ac8190b65a3d2a935776fd |
completed | March 31, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d70f81881908ac784608ad7a2aa |
completed | April 2, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69ce6e69213c8190add7eb9cc74b1a33 |
completed | April 2, 2026, 1:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6f28ae6481909a8a13613f3eb5e0 |
completed | April 2, 2026, 1:29 p.m. |
Created at: March 30, 2026, 6:17 p.m.