Triple

T11334395
Position Surface form Disambiguated ID Type / Status
Subject Farmerville, Louisiana E268430 entity
Predicate hasPublicLibrary P105 FINISHED
Object Union Parish Library
Union Parish Library is the public library system serving residents of Union Parish from its main location in Farmerville, Louisiana.
E919843 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: Union Parish Library | Statement: [Farmerville, Louisiana, hasPublicLibrary, Union Parish Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Union Parish Library
Context triple: [Farmerville, Louisiana, hasPublicLibrary, Union Parish Library]
  • A. Ouachita Parish Public Library
    The Ouachita Parish Public Library is the public library system serving residents of Ouachita Parish, Louisiana, providing access to books, digital resources, and community programs through multiple branch locations.
  • B. Pennington Public Library
    Pennington Public Library is a community public library serving residents of the Hopewell Valley area in New Jersey with lending materials, programs, and local resources.
  • C. Crowley Public Library
    Crowley Public Library is the main public library serving the residents of Crowley, Texas with books, digital resources, and community programs.
  • D. 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.
  • E. 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.
  • 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: Union Parish Library
Triple: [Farmerville, Louisiana, hasPublicLibrary, Union Parish Library]
Generated description
Union Parish Library is the public library system serving residents of Union Parish from its main location in Farmerville, Louisiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Union Parish Library
Target entity description: Union Parish Library is the public library system serving residents of Union Parish from its main location in Farmerville, Louisiana.
  • A. Ouachita Parish Public Library
    The Ouachita Parish Public Library is the public library system serving residents of Ouachita Parish, Louisiana, providing access to books, digital resources, and community programs through multiple branch locations.
  • B. Pennington Public Library
    Pennington Public Library is a community public library serving residents of the Hopewell Valley area in New Jersey with lending materials, programs, and local resources.
  • C. Crowley Public Library
    Crowley Public Library is the main public library serving the residents of Crowley, Texas with books, digital resources, and community programs.
  • D. 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.
  • E. 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.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9fe5d5881908d786b212a554d8b completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5432abfd081909d1bbf6460643fb9 completed April 19, 2026, 9:03 p.m.
NEDg Description generation batch_69e5474879088190990468d960b26739 completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54eccdd3881908536ee3f9f4ef516 completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.