Triple

T13764343
Position Surface form Disambiguated ID Type / Status
Subject Willingboro Township, New Jersey E330698 entity
Predicate hasLibrary P35 FINISHED
Object Willingboro Public Library
Willingboro Public Library is the main public library serving the residents of Willingboro Township in Burlington County, New Jersey, offering community access to books, media, and educational programs.
E1059394 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: Willingboro Public Library | Statement: [Willingboro Township, New Jersey, hasLibrary, Willingboro Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Willingboro Public Library
Context triple: [Willingboro Township, New Jersey, hasLibrary, Willingboro Public Library]
  • A. Marlboro Township Public Library
    Marlboro Township Public Library is the main public library serving the residents of Marlboro Township, New Jersey with lending, educational, and community programs.
  • B. Paulsboro Public Library
    Paulsboro Public Library is the community library serving residents of Paulsboro, New Jersey with access to books, media, and local programs.
  • C. Burlington County Library System
    Burlington County Library System is a public library network serving communities throughout Burlington County, New Jersey with books, digital resources, and community programs.
  • D. Plainsboro Public Library
    Plainsboro Public Library is the community library serving Plainsboro Township, New Jersey, offering residents access to books, media, educational programs, and public resources.
  • E. Wilmington Public Library
    Wilmington Public Library is a central public library in downtown Wilmington, Delaware, known for serving as a major community and cultural hub for the city.
  • 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: Willingboro Public Library
Triple: [Willingboro Township, New Jersey, hasLibrary, Willingboro Public Library]
Generated description
Willingboro Public Library is the main public library serving the residents of Willingboro Township in Burlington County, New Jersey, offering community access to books, media, and educational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Willingboro Public Library
Target entity description: Willingboro Public Library is the main public library serving the residents of Willingboro Township in Burlington County, New Jersey, offering community access to books, media, and educational programs.
  • A. Marlboro Township Public Library
    Marlboro Township Public Library is the main public library serving the residents of Marlboro Township, New Jersey with lending, educational, and community programs.
  • B. Paulsboro Public Library
    Paulsboro Public Library is the community library serving residents of Paulsboro, New Jersey with access to books, media, and local programs.
  • C. Burlington County Library System
    Burlington County Library System is a public library network serving communities throughout Burlington County, New Jersey with books, digital resources, and community programs.
  • D. Plainsboro Public Library
    Plainsboro Public Library is the community library serving Plainsboro Township, New Jersey, offering residents access to books, media, educational programs, and public resources.
  • E. Wilmington Public Library
    Wilmington Public Library is a central public library in downtown Wilmington, Delaware, known for serving as a major community and cultural hub for the city.
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de022690ac8190bd5410ecc659a2a7 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a862e6808190b8fbb27304212058 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7aa2a6370819097206cc0967fe5c5 completed May 3, 2026, 8:03 p.m.
NED2 Entity disambiguation (via description) batch_69f7aaa0e90c8190877490a2b941cb6b completed May 3, 2026, 8:05 p.m.
Created at: April 9, 2026, 10:10 p.m.