Triple

T13830935
Position Surface form Disambiguated ID Type / Status
Subject Palmer, Massachusetts E332395 entity
Predicate hasLibrary P35 FINISHED
Object Palmer Public Library
Palmer Public Library is the main public library serving the residents of Palmer, Massachusetts with lending, research, and community programs.
E1064752 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: Palmer Public Library | Statement: [Palmer, Massachusetts, hasLibrary, Palmer Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palmer Public Library
Context triple: [Palmer, Massachusetts, hasLibrary, Palmer Public Library]
  • A. Melissa Public Library
    Melissa Public Library is a community library serving the residents of Melissa, Texas with access to books, media, and local programs.
  • B. Patrick Heath Public Library
    Patrick Heath Public Library is the main public library serving the community of Boerne, Texas, offering lending services, programs, and resources for residents of the area.
  • C. Plumb Memorial Library
    Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
  • D. Pease Public Library
    Pease Public Library is the main public library serving the residents of Plymouth, New Hampshire, providing access to books, media, and community programs.
  • E. Gunn Memorial Public Library
    Gunn Memorial Public Library is a historic public library building located in Yanceyville, North Carolina, recognized as a contributing structure within the Yanceyville Historic District.
  • 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: Palmer Public Library
Triple: [Palmer, Massachusetts, hasLibrary, Palmer Public Library]
Generated description
Palmer Public Library is the main public library serving the residents of Palmer, Massachusetts with lending, research, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palmer Public Library
Target entity description: Palmer Public Library is the main public library serving the residents of Palmer, Massachusetts with lending, research, and community programs.
  • A. Melissa Public Library
    Melissa Public Library is a community library serving the residents of Melissa, Texas with access to books, media, and local programs.
  • B. Patrick Heath Public Library
    Patrick Heath Public Library is the main public library serving the community of Boerne, Texas, offering lending services, programs, and resources for residents of the area.
  • C. Plumb Memorial Library
    Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
  • D. Pease Public Library
    Pease Public Library is the main public library serving the residents of Plymouth, New Hampshire, providing access to books, media, and community programs.
  • E. Gunn Memorial Public Library
    Gunn Memorial Public Library is a historic public library building located in Yanceyville, North Carolina, recognized as a contributing structure within the Yanceyville Historic District.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0299334481908c2b271eaf06e4b7 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8ebf2608190b1071ee6967fa8d3 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d928ac81908867a99740d6c3a0 completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba6b2c208190b01e3a5ae872b14f completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.