Triple
T6786325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlantic, Iowa |
E155811
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Atlantic Public Library
Atlantic Public Library is a community public library serving the residents of Atlantic, Iowa with access to books, digital resources, and local programs.
|
E622991
|
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: Atlantic Public Library | Statement: [Atlantic, Iowa, hasLibrary, Atlantic Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlantic Public Library Context triple: [Atlantic, Iowa, hasLibrary, Atlantic Public Library]
-
A.
Mills Memorial Library
Mills Memorial Library is a major academic library at McMaster University that serves as a central hub for research and study across the humanities and social sciences.
-
B.
Melrose Public Library
Melrose Public Library is the main public library serving the residents of Melrose, Massachusetts, providing access to books, digital resources, and community programs.
-
C.
Middlesex Public Library
Middlesex Public Library is the community library serving residents of Middlesex Borough, New Jersey, providing access to books, media, and local programs.
-
D.
Boyden Library
Boyden Library is the main academic library of Deerfield Academy, serving as a central resource for the school’s students and faculty.
-
E.
Penfield Library
Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
- 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: Atlantic Public Library Triple: [Atlantic, Iowa, hasLibrary, Atlantic Public Library]
Generated description
Atlantic Public Library is a community public library serving the residents of Atlantic, Iowa with access to books, digital resources, and local programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atlantic Public Library Target entity description: Atlantic Public Library is a community public library serving the residents of Atlantic, Iowa with access to books, digital resources, and local programs.
-
A.
Mills Memorial Library
Mills Memorial Library is a major academic library at McMaster University that serves as a central hub for research and study across the humanities and social sciences.
-
B.
Melrose Public Library
Melrose Public Library is the main public library serving the residents of Melrose, Massachusetts, providing access to books, digital resources, and community programs.
-
C.
Middlesex Public Library
Middlesex Public Library is the community library serving residents of Middlesex Borough, New Jersey, providing access to books, media, and local programs.
-
D.
Boyden Library
Boyden Library is the main academic library of Deerfield Academy, serving as a central resource for the school’s students and faculty.
-
E.
Penfield Library
Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
- 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_69c6881770fc8190972b2906390380f5 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d28f043081909a9a9ab635785933 |
completed | March 27, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72f901e848190a8240c23bccc4cbc |
completed | March 28, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c7304c0bac8190a9ece4e50ab49586 |
completed | March 28, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7310fa9bc8190bfb0a43890dc5e96 |
completed | March 28, 2026, 1:38 a.m. |
Created at: March 27, 2026, 2:14 p.m.