Triple

T1425385
Position Surface form Disambiguated ID Type / Status
Subject Shrewsbury, Massachusetts E30317 entity
Predicate hasLibrary P35 FINISHED
Object Shrewsbury Public Library
Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational programs.
E164590 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: Shrewsbury Public Library | Statement: [Shrewsbury, Massachusetts, hasLibrary, Shrewsbury Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shrewsbury Public Library
Context triple: [Shrewsbury, Massachusetts, hasLibrary, Shrewsbury Public Library]
  • A. Bangor Public Library
    Bangor Public Library is a major public library and cultural institution in Bangor, Maine, known for its extensive collections and community programs.
  • B. 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.
  • C. Winchester Public Library
    Winchester Public Library is the main public library serving the residents of Winchester, Massachusetts with lending materials, programs, and community services.
  • D. Brockton Public Library
    Brockton Public Library is the main public library system serving the residents of Brockton, Massachusetts with lending, research, and community programs.
  • E. Medford Public Library
    Medford Public Library is the main public library serving the residents of Medford, Massachusetts with lending materials, community programs, and 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: Shrewsbury Public Library
Triple: [Shrewsbury, Massachusetts, hasLibrary, Shrewsbury Public Library]
Generated description
Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shrewsbury Public Library
Target entity description: Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational programs.
  • A. Bangor Public Library
    Bangor Public Library is a major public library and cultural institution in Bangor, Maine, known for its extensive collections and community programs.
  • B. 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.
  • C. Winchester Public Library
    Winchester Public Library is the main public library serving the residents of Winchester, Massachusetts with lending materials, programs, and community services.
  • D. Brockton Public Library
    Brockton Public Library is the main public library system serving the residents of Brockton, Massachusetts with lending, research, and community programs.
  • E. Medford Public Library
    Medford Public Library is the main public library serving the residents of Medford, Massachusetts with lending materials, community programs, and 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_69a498fb823c8190a67ce4c4837e641a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4bd59148190b96f9f585e07aa0d completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad01646fd481909fcd92a1cc027fa2 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad022095f88190a68f40a56c7e1729 completed March 8, 2026, 4:59 a.m.
NED2 Entity disambiguation (via description) batch_69ad031af0c8819095df7bd413915c14 completed March 8, 2026, 5:03 a.m.
Created at: March 1, 2026, 8 p.m.