Triple

T22588447
Position Surface form Disambiguated ID Type / Status
Subject Hazlehurst, Georgia E564865 entity
Predicate hasPublicLibrary P105 FINISHED
Object Jeff Davis County Library
Jeff Davis County Library is the public library serving residents of Hazlehurst and the surrounding communities in Jeff Davis County, Georgia.
E1544908 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: Jeff Davis County Library | Statement: [Hazlehurst, Georgia, hasPublicLibrary, Jeff Davis County Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Davis County Library
Context triple: [Hazlehurst, Georgia, hasPublicLibrary, Jeff Davis County Library]
  • A. Yoakum County Library
    Yoakum County Library is a public library serving the residents of Yoakum County, Texas, by providing access to books, information resources, and community programs.
  • B. LaRue County Public Library
    LaRue County Public Library is the main public library serving residents of LaRue County, Kentucky with books, digital resources, and community programs.
  • C. Blount County Public Library
    Blount County Public Library is the main public library serving residents of Blount County and the city of Maryville, Tennessee, offering lending services, community programs, and access to information resources.
  • D. Stewart County Public Library
    Stewart County Public Library is the main public library serving residents of Dover and the surrounding communities in Stewart County, Tennessee.
  • E. Woodford County Library
    Woodford County Library is the public library system serving residents of Woodford County, Kentucky, including the city of Versailles.
  • 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: Jeff Davis County Library
Triple: [Hazlehurst, Georgia, hasPublicLibrary, Jeff Davis County Library]
Generated description
Jeff Davis County Library is the public library serving residents of Hazlehurst and the surrounding communities in Jeff Davis County, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Davis County Library
Target entity description: Jeff Davis County Library is the public library serving residents of Hazlehurst and the surrounding communities in Jeff Davis County, Georgia.
  • A. Yoakum County Library
    Yoakum County Library is a public library serving the residents of Yoakum County, Texas, by providing access to books, information resources, and community programs.
  • B. LaRue County Public Library
    LaRue County Public Library is the main public library serving residents of LaRue County, Kentucky with books, digital resources, and community programs.
  • C. Blount County Public Library
    Blount County Public Library is the main public library serving residents of Blount County and the city of Maryville, Tennessee, offering lending services, community programs, and access to information resources.
  • D. Stewart County Public Library
    Stewart County Public Library is the main public library serving residents of Dover and the surrounding communities in Stewart County, Tennessee.
  • E. Woodford County Library
    Woodford County Library is the public library system serving residents of Woodford County, Kentucky, including the city of Versailles.
  • 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_69e245836014819091b91ed3074742a3 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1615ea5bc8190b7760cd0de9669dd completed April 29, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b3d5a3080819098e696316ae27ec0 completed May 18, 2026, 4:24 p.m.
NEDg Description generation batch_6a0b423c08dc819084d0acad4e16a380 completed May 18, 2026, 4:45 p.m.
NED2 Entity disambiguation (via description) batch_6a0b42fc28fc8190a501a511cfb7c152 completed May 18, 2026, 4:49 p.m.
Created at: April 17, 2026, 2:47 p.m.