Triple

T2239680
Position Surface form Disambiguated ID Type / Status
Subject Cambridge Public Library Valente Branch E49363 entity
Predicate librarySystem P732 FINISHED
Object Minuteman Library Network
Minuteman Library Network is a consortium of public and academic libraries in the Greater Boston area of Massachusetts that share resources, catalogs, and services for their patrons.
E248833 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: Minuteman Library Network | Statement: [Cambridge Public Library Valente Branch, librarySystem, Minuteman Library Network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Minuteman Library Network
Context triple: [Cambridge Public Library Valente Branch, librarySystem, Minuteman Library Network]
  • A. Clinton Public Library
    Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
  • B. Acorn Public Library District
    Acorn Public Library District is a public library system serving the community of Oak Forest, Illinois, by providing access to books, digital resources, and educational programs.
  • C. Mugar Memorial Library
    Mugar Memorial Library is the main academic library of Boston University, serving as a central hub for research and study across its disciplines.
  • D. Danforth Memorial Library
    Danforth Memorial Library is a public library building designed by prominent American architect Charles Follen McKim, known for its Beaux-Arts style and historical significance.
  • E. Palatine Public Library District
    The Palatine Public Library District is a community-focused public library system serving residents of Palatine, Illinois and surrounding areas with educational, cultural, and informational 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: Minuteman Library Network
Triple: [Cambridge Public Library Valente Branch, librarySystem, Minuteman Library Network]
Generated description
Minuteman Library Network is a consortium of public and academic libraries in the Greater Boston area of Massachusetts that share resources, catalogs, and services for their patrons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Minuteman Library Network
Target entity description: Minuteman Library Network is a consortium of public and academic libraries in the Greater Boston area of Massachusetts that share resources, catalogs, and services for their patrons.
  • A. Clinton Public Library
    Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
  • B. Acorn Public Library District
    Acorn Public Library District is a public library system serving the community of Oak Forest, Illinois, by providing access to books, digital resources, and educational programs.
  • C. Mugar Memorial Library
    Mugar Memorial Library is the main academic library of Boston University, serving as a central hub for research and study across its disciplines.
  • D. Danforth Memorial Library
    Danforth Memorial Library is a public library building designed by prominent American architect Charles Follen McKim, known for its Beaux-Arts style and historical significance.
  • E. Palatine Public Library District
    The Palatine Public Library District is a community-focused public library system serving residents of Palatine, Illinois and surrounding areas with educational, cultural, and informational 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0bb3fac81908b1e8518951dd160 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b0cb4f0819087061434d44dc3a3 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6b9da51c819085beb79a14f5d8b5 completed March 9, 2026, 6:41 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c2a465c8190a9fe2a465e9ac3f0 completed March 9, 2026, 6:43 a.m.
Created at: March 4, 2026, 7:47 p.m.