Triple

T13230769
Position Surface form Disambiguated ID Type / Status
Subject Willamina, Oregon E315009 entity
Predicate hasPublicLibrary P105 FINISHED
Object Willamina Public Library
Willamina Public Library is the community library serving residents of Willamina, Oregon with access to books, information resources, and local programs.
 E1041989 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: Willamina Public Library | Statement: [Willamina, Oregon, hasPublicLibrary, Willamina Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Willamina Public Library
Context triple: [Willamina, Oregon, hasPublicLibrary, Willamina Public Library]
  • A. Smith Public Library
    Smith Public Library is the public library serving the community of Wylie, Texas, providing access to books, digital resources, and community programs.
  • B. Melissa Public Library
    Melissa Public Library is a community library serving the residents of Melissa, Texas with access to books, media, and local programs.
  • C. Rockwood Public Library
    Rockwood Public Library is a community library in Rockwood, Tennessee, providing local residents with access to books, media, and public services.
  • D. Driftwood Public Library
    Driftwood Public Library is a community library in Lincoln City, Oregon, providing residents and visitors with access to books, digital resources, and public programs.
  • E. Red Oak Public Library
    Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local 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: Willamina Public Library
Triple: [Willamina, Oregon, hasPublicLibrary, Willamina Public Library]
Generated description
Willamina Public Library is the community library serving residents of Willamina, Oregon with access to books, information resources, and local programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Willamina Public Library
Target entity description: Willamina Public Library is the community library serving residents of Willamina, Oregon with access to books, information resources, and local programs.
  • A. Smith Public Library
    Smith Public Library is the public library serving the community of Wylie, Texas, providing access to books, digital resources, and community programs.
  • B. Melissa Public Library
    Melissa Public Library is a community library serving the residents of Melissa, Texas with access to books, media, and local programs.
  • C. Rockwood Public Library
    Rockwood Public Library is a community library in Rockwood, Tennessee, providing local residents with access to books, media, and public services.
  • D. Driftwood Public Library
    Driftwood Public Library is a community library in Lincoln City, Oregon, providing residents and visitors with access to books, digital resources, and public programs.
  • E. Red Oak Public Library
    Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d336ae08190bfc118cfbefddf84 completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7460e94a08190a518f466f55db482 completed May 3, 2026, 12:56 p.m.
NEDg Description generation batch_69f74b9dac6c8190b1fc3ed04fcf6d1f completed May 3, 2026, 1:20 p.m.
NED2 Entity disambiguation (via description) batch_69f74c5195188190bad111b301713426 completed May 3, 2026, 1:23 p.m.
Created at: April 9, 2026, 9:21 p.m.