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.