Triple

T8863213
Position Surface form Disambiguated ID Type / Status
Subject Groveland, Massachusetts E210942 entity
Predicate hasPublicLibrary P105 FINISHED
Object Langley-Adams Library
Langley-Adams Library is the public library serving the community of Groveland, Massachusetts, providing local residents with access to books, media, and educational resources.
E768471 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: Langley-Adams Library | Statement: [Groveland, Massachusetts, hasPublicLibrary, Langley-Adams Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Langley-Adams Library
Context triple: [Groveland, Massachusetts, hasPublicLibrary, Langley-Adams Library]
  • A. Southworth Library
    Southworth Library is the public library serving the community of Dryden, New York, providing local residents with access to books, media, and educational resources.
  • B. Franklin-Wilkins Library
    The Franklin-Wilkins Library is a major academic library at King’s College London, providing extensive study spaces and subject-specific resources for students and researchers.
  • C. 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.
  • D. Millar Library
    Millar Library is the main academic library of Portland State University, providing research resources, study spaces, and services to students and faculty.
  • E. Neva Lomason Memorial Library
    Neva Lomason Memorial Library is the main public library serving the Carrollton, Georgia community, offering lending services, educational programs, and community 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: Langley-Adams Library
Triple: [Groveland, Massachusetts, hasPublicLibrary, Langley-Adams Library]
Generated description
Langley-Adams Library is the public library serving the community of Groveland, Massachusetts, providing local residents with access to books, media, and educational resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Langley-Adams Library
Target entity description: Langley-Adams Library is the public library serving the community of Groveland, Massachusetts, providing local residents with access to books, media, and educational resources.
  • A. Southworth Library
    Southworth Library is the public library serving the community of Dryden, New York, providing local residents with access to books, media, and educational resources.
  • B. Franklin-Wilkins Library
    The Franklin-Wilkins Library is a major academic library at King’s College London, providing extensive study spaces and subject-specific resources for students and researchers.
  • C. 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.
  • D. Millar Library
    Millar Library is the main academic library of Portland State University, providing research resources, study spaces, and services to students and faculty.
  • E. Neva Lomason Memorial Library
    Neva Lomason Memorial Library is the main public library serving the Carrollton, Georgia community, offering lending services, educational programs, and community 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_69ca838bbddc8190ab546d737e5d350f completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc610416b48190a26f0c457089ffca completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1c3c6c08190b51ea5e9cf7085e9 completed April 3, 2026, 1:33 p.m.
NEDg Description generation batch_69cfc2d295c48190952486e6f44cd74f completed April 3, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfc722921881908978147e4cc6875c completed April 3, 2026, 1:56 p.m.
Created at: March 30, 2026, 6:50 p.m.