Triple

T2934422
Position Surface form Disambiguated ID Type / Status
Subject Warminster, Pennsylvania E79230 entity
Predicate hasLibrary P35 FINISHED
Object Warminster Township Free Library
Warminster Township Free Library is a public library serving the residents of Warminster Township and the surrounding community in Pennsylvania with lending materials, programs, and information services.
E311658 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: Warminster Township Free Library | Statement: [Warminster, Pennsylvania, hasLibrary, Warminster Township Free Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warminster Township Free Library
Context triple: [Warminster, Pennsylvania, hasLibrary, Warminster Township Free Library]
  • A. Winfield Public Library
    Winfield Public Library is the community library serving residents of Winfield, Illinois with books, media, and public programs.
  • B. Wheatland Township Library
    Wheatland Township Library is a public library serving the residents of Wheatland Township and the surrounding Mecosta County community in Michigan.
  • C. Rowan Public Library
    Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
  • D. West Branch Public Library
    West Branch Public Library is the public library serving the community of West Branch, Iowa, providing access to books, media, and educational resources.
  • E. Homewood Public Library
    Homewood Public Library is the main public library serving the community of Homewood, Alabama, offering lending materials, educational 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: Warminster Township Free Library
Triple: [Warminster, Pennsylvania, hasLibrary, Warminster Township Free Library]
Generated description
Warminster Township Free Library is a public library serving the residents of Warminster Township and the surrounding community in Pennsylvania with lending materials, programs, and information services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warminster Township Free Library
Target entity description: Warminster Township Free Library is a public library serving the residents of Warminster Township and the surrounding community in Pennsylvania with lending materials, programs, and information services.
  • A. Winfield Public Library
    Winfield Public Library is the community library serving residents of Winfield, Illinois with books, media, and public programs.
  • B. Wheatland Township Library
    Wheatland Township Library is a public library serving the residents of Wheatland Township and the surrounding Mecosta County community in Michigan.
  • C. Rowan Public Library
    Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
  • D. West Branch Public Library
    West Branch Public Library is the public library serving the community of West Branch, Iowa, providing access to books, media, and educational resources.
  • E. Homewood Public Library
    Homewood Public Library is the main public library serving the community of Homewood, Alabama, offering lending materials, educational 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983b65f881909b8b7d3dc5c224fd completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0867ba1b48190a54d00c32b075548 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0dbda7ab881908b5a3e1e897fcb49 completed March 11, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69b0dc3ed9e08190ac6c6357f0084ba6 completed March 11, 2026, 3:06 a.m.
Created at: March 8, 2026, 2:56 p.m.