Triple

T6783841
Position Surface form Disambiguated ID Type / Status
Subject Pembroke, Massachusetts E155750 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Pembroke Public Schools
Pembroke Public Schools is the public school district that serves students in the town of Pembroke, Massachusetts.
E617754 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: Pembroke Public Schools | Statement: [Pembroke, Massachusetts, hasSchoolDistrict, Pembroke Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pembroke Public Schools
Context triple: [Pembroke, Massachusetts, hasSchoolDistrict, Pembroke Public Schools]
  • A. Bristol Public Schools
    Bristol Public Schools is the public school district serving students in the city of Bristol, Connecticut.
  • B. Brockton Public Schools
    Brockton Public Schools is the public school district serving students in the city of Brockton, Massachusetts.
  • C. Apponequet Regional High School
    Apponequet Regional High School is a public secondary school serving students from Lakeville and surrounding communities in southeastern Massachusetts.
  • D. Appoquinimink High School
    Appoquinimink High School is a public secondary school in the Appoquinimink School District known for serving students in the growing Middletown, Delaware area with a range of academic and extracurricular programs.
  • E. Appoquinimink School District
    Appoquinimink School District is a public school district in southern New Castle County, Delaware, known for serving the rapidly growing communities around Middletown with multiple elementary, middle, and high schools.
  • 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: Pembroke Public Schools
Triple: [Pembroke, Massachusetts, hasSchoolDistrict, Pembroke Public Schools]
Generated description
Pembroke Public Schools is the public school district that serves students in the town of Pembroke, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pembroke Public Schools
Target entity description: Pembroke Public Schools is the public school district that serves students in the town of Pembroke, Massachusetts.
  • A. Bristol Public Schools
    Bristol Public Schools is the public school district serving students in the city of Bristol, Connecticut.
  • B. Brockton Public Schools
    Brockton Public Schools is the public school district serving students in the city of Brockton, Massachusetts.
  • C. Apponequet Regional High School
    Apponequet Regional High School is a public secondary school serving students from Lakeville and surrounding communities in southeastern Massachusetts.
  • D. Appoquinimink High School
    Appoquinimink High School is a public secondary school in the Appoquinimink School District known for serving students in the growing Middletown, Delaware area with a range of academic and extracurricular programs.
  • E. Appoquinimink School District
    Appoquinimink School District is a public school district in southern New Castle County, Delaware, known for serving the rapidly growing communities around Middletown with multiple elementary, middle, and high schools.
  • 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_69c688162bf8819088b664b5c3b5be7a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d28bdc3c8190aa60616d89db66ed completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712d5557881909614819deb335534 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713c89a748190bd7bf280b82317f0 completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c714697330819082be2c9a871703f5 completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:14 p.m.