Triple

T7570450
Position Surface form Disambiguated ID Type / Status
Subject Witham, Essex, England E179224 entity
Predicate hasAmenity P105 FINISHED
Object Witham Library
Witham Library is a public library serving the community of Witham in Essex, England, providing access to books, information resources, and local services.
 E672904 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: Witham Library | Statement: [Witham, Essex, England, hasAmenity, Witham Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Witham Library
Context triple: [Witham, Essex, England, hasAmenity, Witham Library]
  • A. Weston Library
    Weston Library is a modern research and special collections library of the Bodleian Libraries at the University of Oxford, known for housing rare books, manuscripts, and archival materials.
  • B. Boyden Library
    Boyden Library is the main academic library of Deerfield Academy, serving as a central resource for the school’s students and faculty.
  • C. Holmes Public Library
    Holmes Public Library is the public library serving the community of Kingston, Massachusetts, providing local residents with access to books, media, and educational resources.
  • D. Tewksbury Public Library
    Tewksbury Public Library is the main public library serving the residents of Tewksbury, Massachusetts with lending materials, programs, and community services.
  • E. Sherborn Library
    Sherborn Library is the public library serving the town of Sherborn, Massachusetts, providing local residents with access to books, media, and community programs.
  • 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: Witham Library
Triple: [Witham, Essex, England, hasAmenity, Witham Library]
Generated description
Witham Library is a public library serving the community of Witham in Essex, England, providing access to books, information resources, and local services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Witham Library
Target entity description: Witham Library is a public library serving the community of Witham in Essex, England, providing access to books, information resources, and local services.
  • A. Weston Library
    Weston Library is a modern research and special collections library of the Bodleian Libraries at the University of Oxford, known for housing rare books, manuscripts, and archival materials.
  • B. Boyden Library
    Boyden Library is the main academic library of Deerfield Academy, serving as a central resource for the school’s students and faculty.
  • C. Holmes Public Library
    Holmes Public Library is the public library serving the community of Kingston, Massachusetts, providing local residents with access to books, media, and educational resources.
  • D. Tewksbury Public Library
    Tewksbury Public Library is the main public library serving the residents of Tewksbury, Massachusetts with lending materials, programs, and community services.
  • E. Sherborn Library
    Sherborn Library is the public library serving the town of Sherborn, Massachusetts, providing local residents with access to books, media, and community programs.
  • 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_69c69f316e50819081a271c85c06f918 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f920540c8190817712db5aa3eeff completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856e475348190a7c1e9872b513899 completed March 28, 2026, 10:32 p.m.
NEDg Description generation batch_69c857738e6881908abfce108d71efc0 completed March 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69c857e4a0408190b395389c6221e259 completed March 28, 2026, 10:36 p.m.
Created at: March 27, 2026, 3:51 p.m.