Triple

T14679632
Position Surface form Disambiguated ID Type / Status
Subject Shutesbury, Massachusetts E344742 entity
Predicate hasPublicLibrary P105 FINISHED
Object M.N. Spear Memorial Library
M.N. Spear Memorial Library is a small community public library serving the residents of Shutesbury, Massachusetts.
E1113618 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: M.N. Spear Memorial Library | Statement: [Shutesbury, Massachusetts, hasPublicLibrary, M.N. Spear Memorial Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M.N. Spear Memorial Library
Context triple: [Shutesbury, Massachusetts, hasPublicLibrary, M.N. Spear 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. Cunningham Memorial Library
    Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
  • C. Bossard Memorial Library
    Bossard Memorial Library is the public library serving the community of Gallipolis, Ohio, providing access to books, media, and educational resources.
  • 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. 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.
  • 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: M.N. Spear Memorial Library
Triple: [Shutesbury, Massachusetts, hasPublicLibrary, M.N. Spear Memorial Library]
Generated description
M.N. Spear Memorial Library is a small community public library serving the residents of Shutesbury, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M.N. Spear Memorial Library
Target entity description: M.N. Spear Memorial Library is a small community public library serving the residents of Shutesbury, Massachusetts.
  • 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. Cunningham Memorial Library
    Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
  • C. Bossard Memorial Library
    Bossard Memorial Library is the public library serving the community of Gallipolis, Ohio, providing access to books, media, and educational resources.
  • 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. 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.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb5692284819090f775be8e478522 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde180ff0c8190a8b7c7804e36c3f8 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde447189881909b4b0dc654a05e0d completed May 8, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69fde53290a48190b3701472bb4e3d63 completed May 8, 2026, 1:29 p.m.
Created at: April 10, 2026, 1:27 a.m.