Triple

T13830932
Position Surface form Disambiguated ID Type / Status
Subject Palmer, Massachusetts E332395 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Palmer Public Schools
Palmer Public Schools is the public school district serving students in the town of Palmer, Massachusetts.
 E1064751 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 Schools | Statement: [Palmer, Massachusetts, hasPublicSchoolDistrict, Palmer Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palmer Public Schools
Context triple: [Palmer, Massachusetts, hasPublicSchoolDistrict, Palmer Public Schools]
  • A. Peninsula School District
    Peninsula School District is a public school district in Washington State that serves communities in and around Gig Harbor and the surrounding peninsula area.
  • B. Blaine School District
    Blaine School District is a public school district in Washington State that serves communities near the U.S.–Canada border, including the exclave of Point Roberts.
  • C. Jefferson School District
    Jefferson School District is a public school district serving students in and around the city of Tracy, California.
  • D. Hamilton City School District
    Hamilton City School District is a public school district serving students in the city of Hamilton, Ohio.
  • E. Petal School District
    Petal School District is a public school system serving students in and around the city of Petal in Forrest County, Mississippi.
  • 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 Schools
Triple: [Palmer, Massachusetts, hasPublicSchoolDistrict, Palmer Public Schools]
Generated description
Palmer Public Schools is the public school district serving students in the town of Palmer, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palmer Public Schools
Target entity description: Palmer Public Schools is the public school district serving students in the town of Palmer, Massachusetts.
  • A. Peninsula School District
    Peninsula School District is a public school district in Washington State that serves communities in and around Gig Harbor and the surrounding peninsula area.
  • B. Blaine School District
    Blaine School District is a public school district in Washington State that serves communities near the U.S.–Canada border, including the exclave of Point Roberts.
  • C. Jefferson School District
    Jefferson School District is a public school district serving students in and around the city of Tracy, California.
  • D. Hamilton City School District
    Hamilton City School District is a public school district serving students in the city of Hamilton, Ohio.
  • E. Petal School District
    Petal School District is a public school system serving students in and around the city of Petal in Forrest County, Mississippi.
  • 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.