Triple

T16414326
Position Surface form Disambiguated ID Type / Status
Subject Auburn, Massachusetts E398642 entity
Predicate hasPublicLibrary P105 FINISHED
Object Auburn Public Library
Auburn Public Library is the main public library serving the residents of Auburn, Massachusetts with lending materials, community programs, and information services.
 E1211314 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: Auburn Public Library | Statement: [Auburn, Massachusetts, hasPublicLibrary, Auburn Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Auburn Public Library
Context triple: [Auburn, Massachusetts, hasPublicLibrary, Auburn Public Library]
  • A. Auburn Memorial Library
    Auburn Memorial Library is a public library serving as a key educational and community resource in Auburn, New York.
  • B. Ada Public Library
    Ada Public Library is a community public library serving the residents of Ada, Oklahoma with access to books, media, and local programs.
  • C. Abbot Public Library
    Abbot Public Library is the public library serving the community of Marblehead, Massachusetts, providing access to books, media, and local programs.
  • D. Plumb Memorial Library
    Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
  • E. Hubbard Memorial Library
    Hubbard Memorial Library is the public library serving the community of Ludlow, Massachusetts, providing access to books, media, and local educational resources.
  • 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: Auburn Public Library
Triple: [Auburn, Massachusetts, hasPublicLibrary, Auburn Public Library]
Generated description
Auburn Public Library is the main public library serving the residents of Auburn, Massachusetts with lending materials, community programs, and information services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Auburn Public Library
Target entity description: Auburn Public Library is the main public library serving the residents of Auburn, Massachusetts with lending materials, community programs, and information services.
  • A. Auburn Memorial Library
    Auburn Memorial Library is a public library serving as a key educational and community resource in Auburn, New York.
  • B. Ada Public Library
    Ada Public Library is a community public library serving the residents of Ada, Oklahoma with access to books, media, and local programs.
  • C. Abbot Public Library
    Abbot Public Library is the public library serving the community of Marblehead, Massachusetts, providing access to books, media, and local programs.
  • D. Plumb Memorial Library
    Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
  • E. Hubbard Memorial Library
    Hubbard Memorial Library is the public library serving the community of Ludlow, Massachusetts, providing access to books, media, and local educational resources.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e3287683f48190975a016e6333882c completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c6a89988190a44515f1ca08099f completed May 10, 2026, 8:06 a.m.
NEDg Description generation batch_6a003db7b0308190bc4b8065cf2c01ec completed May 10, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_6a003e86a9f48190ae39ec170c776604 completed May 10, 2026, 8:15 a.m.
Created at: April 10, 2026, 5:09 a.m.