Triple

T11131513
Position Surface form Disambiguated ID Type / Status
Subject Handley Library E263294 entity
Predicate partOf P40 FINISHED
Object Handley Regional Library System
Handley Regional Library System is a public library network serving communities in and around Winchester, Virginia, through multiple branches and regional services.
 E907781 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: Handley Regional Library System | Statement: [Handley Library, partOf, Handley Regional Library System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Handley Regional Library System
Context triple: [Handley Library, partOf, Handley Regional Library System]
  • A. Peninsula Library System
    The Peninsula Library System is a cooperative network of public libraries in the San Francisco Peninsula region that share resources, services, and access for their communities.
  • B. Woodson Regional Library
    Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
  • C. 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.
  • D. Red Oak Public Library
    Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
  • E. Chinn Park Regional Library
    Chinn Park Regional Library is a major public library serving the Woodbridge, Virginia community with extensive collections, programs, and community services.
  • 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: Handley Regional Library System
Triple: [Handley Library, partOf, Handley Regional Library System]
Generated description
Handley Regional Library System is a public library network serving communities in and around Winchester, Virginia, through multiple branches and regional services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Handley Regional Library System
Target entity description: Handley Regional Library System is a public library network serving communities in and around Winchester, Virginia, through multiple branches and regional services.
  • A. Peninsula Library System
    The Peninsula Library System is a cooperative network of public libraries in the San Francisco Peninsula region that share resources, services, and access for their communities.
  • B. Woodson Regional Library
    Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
  • C. 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.
  • D. Red Oak Public Library
    Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
  • E. Chinn Park Regional Library
    Chinn Park Regional Library is a major public library serving the Woodbridge, Virginia community with extensive collections, programs, and community services.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e831f4808190afabdaa0e97bbe32 completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e441e6b72881908f8288e99df0cb7c completed April 19, 2026, 2:45 a.m.
NEDg Description generation batch_69e44c09163481909d6a469b1e50b6ff completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4519f4d408190be9863c72006ecad completed April 19, 2026, 3:53 a.m.
Created at: April 8, 2026, 9:28 p.m.