Triple

T16839997
Position Surface form Disambiguated ID Type / Status
Subject Lambton E409382 entity
Predicate hasCommunityFacility P4719 FINISHED
Object Lambton library
Lambton library is a public community library that serves as a local hub for reading, learning, and community activities in the Lambton area.
E1237303 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: Lambton library | Statement: [Lambton, hasCommunityFacility, Lambton library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lambton library
Context triple: [Lambton, hasCommunityFacility, Lambton library]
  • A. Langson Library
    Langson Library is the main research and humanities library at the University of California, Irvine, housing extensive collections that support the university’s academic programs.
  • B. Westland Public Library
    Westland Public Library is the main public library serving the residents of Westland, Michigan with lending materials, programs, and community services.
  • C. Buckland Public Library
    Buckland Public Library is a small community public library serving residents of the rural town of Buckland in western Massachusetts.
  • D. Leaside Library
    Leaside Library is a public library branch serving the Leaside neighborhood of Toronto, providing community access to books, media, and local programs.
  • E. Wellington Library
    Wellington Library is a public library serving the community of Wellington in Shropshire, England, providing access to books, information services, and local cultural 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: Lambton library
Triple: [Lambton, hasCommunityFacility, Lambton library]
Generated description
Lambton library is a public community library that serves as a local hub for reading, learning, and community activities in the Lambton area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lambton library
Target entity description: Lambton library is a public community library that serves as a local hub for reading, learning, and community activities in the Lambton area.
  • A. Langson Library
    Langson Library is the main research and humanities library at the University of California, Irvine, housing extensive collections that support the university’s academic programs.
  • B. Westland Public Library
    Westland Public Library is the main public library serving the residents of Westland, Michigan with lending materials, programs, and community services.
  • C. Buckland Public Library
    Buckland Public Library is a small community public library serving residents of the rural town of Buckland in western Massachusetts.
  • D. Leaside Library
    Leaside Library is a public library branch serving the Leaside neighborhood of Toronto, providing community access to books, media, and local programs.
  • E. Wellington Library
    Wellington Library is a public library serving the community of Wellington in Shropshire, England, providing access to books, information services, and local cultural 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b34f902c8190a334ba7caa04ce7e completed April 18, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb177e288190b525e6d239892d26 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bcc6c6288190bde0af65e0db94a8 completed May 10, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_6a00bd47733881908ece05023ad80eeb completed May 10, 2026, 5:15 p.m.
Created at: April 10, 2026, 5:23 a.m.