Triple

T11800305
Position Surface form Disambiguated ID Type / Status
Subject Boxborough, Massachusetts E280605 entity
Predicate hasPublicLibrary P105 FINISHED
Object Sargent Memorial Library
Sargent Memorial Library is the public library serving the town of Boxborough, Massachusetts, providing local residents with access to books, media, and community programs.
E947880 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: Sargent Memorial Library | Statement: [Boxborough, Massachusetts, hasPublicLibrary, Sargent Memorial Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sargent Memorial Library
Context triple: [Boxborough, Massachusetts, hasPublicLibrary, Sargent Memorial Library]
  • A. 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.
  • B. Clapp Memorial Library
    Clapp Memorial Library is a public library serving the community of Belchertown, Massachusetts, providing access to books, media, and local resources.
  • C. Lucius Beebe Memorial Library
    The Lucius Beebe Memorial Library is the main public library serving the community of Wakefield, Massachusetts, offering lending services, local history resources, and public programs.
  • D. Sump Memorial Library
    Sump Memorial Library is a public library serving the community of Papillion, Nebraska with lending materials, programs, and local services.
  • E. Southworth Library
    Southworth Library is the public library serving the community of Dartmouth, Massachusetts, providing local residents with access to books, media, 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: Sargent Memorial Library
Triple: [Boxborough, Massachusetts, hasPublicLibrary, Sargent Memorial Library]
Generated description
Sargent Memorial Library is the public library serving the town of Boxborough, Massachusetts, providing local residents with access to books, media, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sargent Memorial Library
Target entity description: Sargent Memorial Library is the public library serving the town of Boxborough, Massachusetts, providing local residents with access to books, media, and community programs.
  • A. 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.
  • B. Clapp Memorial Library
    Clapp Memorial Library is a public library serving the community of Belchertown, Massachusetts, providing access to books, media, and local resources.
  • C. Lucius Beebe Memorial Library
    The Lucius Beebe Memorial Library is the main public library serving the community of Wakefield, Massachusetts, offering lending services, local history resources, and public programs.
  • D. Sump Memorial Library
    Sump Memorial Library is a public library serving the community of Papillion, Nebraska with lending materials, programs, and local services.
  • E. Southworth Library
    Southworth Library is the public library serving the community of Dartmouth, Massachusetts, providing local residents with access to books, media, 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a4512c8190b7782e1dee053000 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131110aa081909aa0b0d532e473a5 completed April 28, 2026, 10:13 p.m.
NEDg Description generation batch_69f14e879aa88190a95f13e23dd346f4 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f156fa5cc48190a43c1d2e5df346fe completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.