Triple

T10688263
Position Surface form Disambiguated ID Type / Status
Subject Lansdale, Pennsylvania E251937 entity
Predicate hasLibrary P35 FINISHED
Object Lansdale Public Library
Lansdale Public Library is a community public library serving the residents of Lansdale, Pennsylvania with access to books, media, and educational programs.
E879140 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: Lansdale Public Library | Statement: [Lansdale, Pennsylvania, hasLibrary, Lansdale Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lansdale Public Library
Context triple: [Lansdale, Pennsylvania, hasLibrary, Lansdale Public Library]
  • A. Schuylkill Haven Public Library
    Schuylkill Haven Public Library is a community library in Schuylkill Haven, Pennsylvania, providing local residents with access to books, media, and educational programs.
  • B. Abington Public Library
    Abington Public Library is the main public library serving the residents of Abington, Massachusetts with lending materials, community programs, and information services.
  • C. Montgomery County-Norristown Public Library
    The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
  • D. Easton Branch Library
    Easton Branch Library is a neighborhood branch of the Burlingame Public Library system serving local residents with books, media, and community programs.
  • E. Bustleton Branch of the Free Library of Philadelphia
    The Bustleton Branch of the Free Library of Philadelphia is a neighborhood public library serving the Bustleton area of Northeast Philadelphia with lending materials, community programs, and information 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: Lansdale Public Library
Triple: [Lansdale, Pennsylvania, hasLibrary, Lansdale Public Library]
Generated description
Lansdale Public Library is a community public library serving the residents of Lansdale, Pennsylvania with access to books, media, and educational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lansdale Public Library
Target entity description: Lansdale Public Library is a community public library serving the residents of Lansdale, Pennsylvania with access to books, media, and educational programs.
  • A. Schuylkill Haven Public Library
    Schuylkill Haven Public Library is a community library in Schuylkill Haven, Pennsylvania, providing local residents with access to books, media, and educational programs.
  • B. Abington Public Library
    Abington Public Library is the main public library serving the residents of Abington, Massachusetts with lending materials, community programs, and information services.
  • C. Montgomery County-Norristown Public Library
    The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
  • D. Easton Branch Library
    Easton Branch Library is a neighborhood branch of the Burlingame Public Library system serving local residents with books, media, and community programs.
  • E. Bustleton Branch of the Free Library of Philadelphia
    The Bustleton Branch of the Free Library of Philadelphia is a neighborhood public library serving the Bustleton area of Northeast Philadelphia with lending materials, community programs, and information 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fd19f0f481909eeaa75d17d9c060 completed April 9, 2026, 1:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9889d1f988190938be54771161b00 completed April 10, 2026, 11:32 p.m.
NEDg Description generation batch_69d98aeb82988190a17b009c74279423 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c2aae048190b348e5614ff23f03 completed April 10, 2026, 11:47 p.m.
Created at: April 8, 2026, 9:11 p.m.