Triple

T1914841
Position Surface form Disambiguated ID Type / Status
Subject Barrington, Illinois E38192 entity
Predicate hasLibrary P35 FINISHED
Object Barrington Area Library
Barrington Area Library is a public library serving the Barrington, Illinois community and surrounding areas with lending materials, programs, and community services.
 E215962 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: Barrington Area Library | Statement: [Barrington, Illinois, hasLibrary, Barrington Area Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barrington Area Library
Context triple: [Barrington, Illinois, hasLibrary, Barrington Area Library]
  • A. Rowan Public Library
    Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
  • B. Bridgeview Public Library
    Bridgeview Public Library is the public library serving the community of Bridgeview, Illinois, providing access to books, media, educational programs, and community services.
  • C. Clinton Public Library
    Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
  • D. Monroe Community Library
    Monroe Community Library is a branch library serving the Monroe area as part of the Corvallis-Benton County Public Library system in Oregon.
  • E. James E. Shepard Memorial Library
    James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
  • 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: Barrington Area Library
Triple: [Barrington, Illinois, hasLibrary, Barrington Area Library]
Generated description
Barrington Area Library is a public library serving the Barrington, Illinois community and surrounding areas with lending materials, programs, and community services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barrington Area Library
Target entity description: Barrington Area Library is a public library serving the Barrington, Illinois community and surrounding areas with lending materials, programs, and community services.
  • A. Rowan Public Library
    Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
  • B. Bridgeview Public Library
    Bridgeview Public Library is the public library serving the community of Bridgeview, Illinois, providing access to books, media, educational programs, and community services.
  • C. Clinton Public Library
    Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
  • D. Monroe Community Library
    Monroe Community Library is a branch library serving the Monroe area as part of the Corvallis-Benton County Public Library system in Oregon.
  • E. James E. Shepard Memorial Library
    James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1e403d88190822082b4b5135e70 completed March 7, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3d7df908190891448dfa8bb4fb0 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf44290748190b882559de536af09 completed March 8, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69adf4d0ac58819096659706ef0785d0 completed March 8, 2026, 10:14 p.m.
Created at: March 4, 2026, 7:35 p.m.