Triple
T8402319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dacula, Georgia |
E198402
|
entity |
| Predicate | hasLibraryBranch |
P81813
|
FINISHED |
| Object |
Dacula Branch Library
Dacula Branch Library is a public library serving the Dacula, Georgia community as part of the Gwinnett County Public Library system.
|
E729586
|
NE FINISHED |
How this triple was built (5 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: Dacula Branch Library | Statement: [Dacula, Georgia, hasLibraryBranch, Dacula Branch Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dacula Branch Library Context triple: [Dacula, Georgia, hasLibraryBranch, Dacula Branch Library]
-
A.
Karns Branch Library
Karns Branch Library is a public library serving the Karns community, providing access to books, media, and educational resources for local residents.
-
B.
Jefferson Branch Library
Jefferson Branch Library is a historic public library branch serving the Jefferson Park neighborhood of Los Angeles, California.
-
C.
Woodson Regional Library
Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
-
D.
White Rock Branch Library
White Rock Branch Library is a public library serving the community of White Rock, New Mexico, providing access to books, media, and educational resources.
-
E.
Columbus-Lowndes Public Library
The Columbus-Lowndes Public Library is a community library system serving residents of Columbus and Lowndes County, Mississippi with lending materials, research resources, and public 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: Dacula Branch Library Triple: [Dacula, Georgia, hasLibraryBranch, Dacula Branch Library]
Generated description
Dacula Branch Library is a public library serving the Dacula, Georgia community as part of the Gwinnett County Public Library system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dacula Branch Library Target entity description: Dacula Branch Library is a public library serving the Dacula, Georgia community as part of the Gwinnett County Public Library system.
-
A.
Karns Branch Library
Karns Branch Library is a public library serving the Karns community, providing access to books, media, and educational resources for local residents.
-
B.
Jefferson Branch Library
Jefferson Branch Library is a historic public library branch serving the Jefferson Park neighborhood of Los Angeles, California.
-
C.
Woodson Regional Library
Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
-
D.
White Rock Branch Library
White Rock Branch Library is a public library serving the community of White Rock, New Mexico, providing access to books, media, and educational resources.
-
E.
Columbus-Lowndes Public Library
The Columbus-Lowndes Public Library is a community library system serving residents of Columbus and Lowndes County, Mississippi with lending materials, research resources, and public programs.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLibraryBranch Context triple: [Dacula, Georgia, hasLibraryBranch, Dacula Branch Library]
-
A.
hasBorrowingSystem
Indicates that an entity possesses or employs a system or mechanism for borrowing items, resources, or services.
-
B.
hasLibraryHoldings
Indicates that a library possesses or maintains specific items or collections within its holdings.
-
C.
libraryLocation
Indicates the physical or organizational place where a library or its resources are situated.
-
D.
hasDigitalLibrary
Indicates that an entity maintains or provides access to a collection of digital resources or publications.
-
E.
canBorrowFrom
Indicates that one entity is permitted or able to borrow something (such as resources, items, or privileges) from another entity.
- F. None of above. chosen
Provenance (7 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_69ca8310df9c8190b25f16161cca3e41 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb824efa5c81908ce816cdb8e1fcfb |
completed | March 31, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde87a793c8190aff46f95c041d187 |
completed | April 2, 2026, 3:54 a.m. |
| NEDg | Description generation | batch_69cdebfe044c8190982caebb9e8b07c1 |
completed | April 2, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdec6924d48190869cee400c5ff937 |
completed | April 2, 2026, 4:11 a.m. |
| PD | Predicate disambiguation | batch_69cb70d473dc8190af8ea81ee5aa970d |
completed | March 31, 2026, 6:59 a.m. |
| PDg | Predicate description generation | batch_69cb76da264881909483b835e1db06da |
completed | March 31, 2026, 7:25 a.m. |
Created at: March 30, 2026, 6:04 p.m.