Triple

T7678530
Position Surface form Disambiguated ID Type / Status
Subject Urbana, Maryland E173926 entity
Predicate hasLibrary P35 FINISHED
Object Urbana Regional Library
Urbana Regional Library is a public library serving the Urbana, Maryland community with lending materials, programs, and educational resources for all ages.
E681388 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: Urbana Regional Library | Statement: [Urbana, Maryland, hasLibrary, Urbana Regional Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urbana Regional Library
Context triple: [Urbana, Maryland, hasLibrary, Urbana Regional Library]
  • A. Urbana Free Library
    The Urbana Free Library is a public library in Urbana, Illinois, offering lending collections, research resources, and community programs to local residents.
  • B. Champaign Public Library
    Champaign Public Library is the main public library serving the residents of Champaign, Illinois, offering lending services, community programs, and access to information resources.
  • C. Waukegan Public Library
    Waukegan Public Library is the main public library serving the residents of Waukegan, Illinois, providing access to books, digital resources, and community programs.
  • D. Niles-Maine District Library
    The Niles-Maine District Library is a public library serving the residents of Niles and surrounding Maine Township communities in Illinois with lending, educational, and community services.
  • E. Itasca Community Library
    Itasca Community Library is a public library serving the residents of Itasca, Illinois with lending materials, programs, 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: Urbana Regional Library
Triple: [Urbana, Maryland, hasLibrary, Urbana Regional Library]
Generated description
Urbana Regional Library is a public library serving the Urbana, Maryland community with lending materials, programs, and educational resources for all ages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urbana Regional Library
Target entity description: Urbana Regional Library is a public library serving the Urbana, Maryland community with lending materials, programs, and educational resources for all ages.
  • A. Urbana Free Library
    The Urbana Free Library is a public library in Urbana, Illinois, offering lending collections, research resources, and community programs to local residents.
  • B. Champaign Public Library
    Champaign Public Library is the main public library serving the residents of Champaign, Illinois, offering lending services, community programs, and access to information resources.
  • C. Waukegan Public Library
    Waukegan Public Library is the main public library serving the residents of Waukegan, Illinois, providing access to books, digital resources, and community programs.
  • D. Niles-Maine District Library
    The Niles-Maine District Library is a public library serving the residents of Niles and surrounding Maine Township communities in Illinois with lending, educational, and community services.
  • E. Itasca Community Library
    Itasca Community Library is a public library serving the residents of Itasca, Illinois with lending materials, programs, 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701fd18d88190888144a7d0f228d9 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a248750481908f0de08aee78c9ba completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a2fd5a348190a952f6cc3e622474 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3a570948190ba733c3c858d4bfd completed March 29, 2026, 3:59 a.m.
Created at: March 27, 2026, 4:01 p.m.