Triple

T13871415
Position Surface form Disambiguated ID Type / Status
Subject Washington Township, Gloucester County, New Jersey E333458 entity
Predicate hasPublicLibrary P105 FINISHED
Object Gloucester County Library System – Margaret E. Heggan Branch
Gloucester County Library System – Margaret E. Heggan Branch is a public library serving residents of Washington Township and the surrounding area in Gloucester County, New Jersey.
E1065434 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: Gloucester County Library System – Margaret E. Heggan Branch | Statement: [Washington Township, Gloucester County, New Jersey, hasPublicLibrary, Gloucester County Library System – Margaret E. Heggan Branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gloucester County Library System – Margaret E. Heggan Branch
Context triple: [Washington Township, Gloucester County, New Jersey, hasPublicLibrary, Gloucester County Library System – Margaret E. Heggan Branch]
  • A. Shenandoah Public Library
    Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
  • B. Jamestown Public Library
    Jamestown Public Library is a community library and local landmark in Jamestown, North Carolina, providing residents with access to books, media, and public programs.
  • C. Mount Pleasant Library
    Mount Pleasant Library is a public library serving the Mount Pleasant community, providing access to books, digital resources, and community programs.
  • D. Kingstowne Library
    Kingstowne Library is a community branch library serving the Kingstowne area within the Fairfax County, Virginia public library system.
  • E. New Castle Public Library
    New Castle Public Library is a community library in New Castle, Pennsylvania, 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: Gloucester County Library System – Margaret E. Heggan Branch
Triple: [Washington Township, Gloucester County, New Jersey, hasPublicLibrary, Gloucester County Library System – Margaret E. Heggan Branch]
Generated description
Gloucester County Library System – Margaret E. Heggan Branch is a public library serving residents of Washington Township and the surrounding area in Gloucester County, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gloucester County Library System – Margaret E. Heggan Branch
Target entity description: Gloucester County Library System – Margaret E. Heggan Branch is a public library serving residents of Washington Township and the surrounding area in Gloucester County, New Jersey.
  • A. Shenandoah Public Library
    Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
  • B. Jamestown Public Library
    Jamestown Public Library is a community library and local landmark in Jamestown, North Carolina, providing residents with access to books, media, and public programs.
  • C. Mount Pleasant Library
    Mount Pleasant Library is a public library serving the Mount Pleasant community, providing access to books, digital resources, and community programs.
  • D. Kingstowne Library
    Kingstowne Library is a community branch library serving the Kingstowne area within the Fairfax County, Virginia public library system.
  • E. New Castle Public Library
    New Castle Public Library is a community library in New Castle, Pennsylvania, 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c638248190bbe5d19f7b88d0f9 completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c107c20c81909dff0ca4a59fcc55 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c20da9448190b3167b091bd39b94 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c2cc63148190b9ca2828abe54286 completed May 3, 2026, 9:49 p.m.
Created at: April 9, 2026, 10:14 p.m.