Triple

T16942893
Position Surface form Disambiguated ID Type / Status
Subject Sudbury Public Schools E410990 entity
Predicate primaryServiceArea P82 FINISHED
Object Town of Sudbury
The Town of Sudbury is a suburban New England community in eastern Massachusetts known for its historic character, residential neighborhoods, and strong public school system.
 E1242032 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: Town of Sudbury | Statement: [Sudbury Public Schools, primaryServiceArea, Town of Sudbury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Town of Sudbury
Context triple: [Sudbury Public Schools, primaryServiceArea, Town of Sudbury]
  • A. Town of Shrewsbury
    The Town of Shrewsbury is a suburban Massachusetts community known for its residential neighborhoods, strong public schools, and proximity to the city of Worcester.
  • B. Town of Hillsborough
    The Town of Hillsborough is a small, historic North Carolina community known for its vibrant arts scene, preserved architecture, and active civic and cultural life.
  • C. Sudbury
    Sudbury is a major city in northern Ontario, Canada, known for its mining industry and numerous surrounding lakes.
  • D. Sudbury
    Sudbury is a historic market town in Suffolk, England, known for its medieval architecture and association with painter Thomas Gainsborough.
  • E. Sudbury
    Sudbury is a small rural town in Rutland County, Vermont, known for its scenic landscapes and quiet, agricultural character.
  • 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: Town of Sudbury
Triple: [Sudbury Public Schools, primaryServiceArea, Town of Sudbury]
Generated description
The Town of Sudbury is a suburban New England community in eastern Massachusetts known for its historic character, residential neighborhoods, and strong public school system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Town of Sudbury
Target entity description: The Town of Sudbury is a suburban New England community in eastern Massachusetts known for its historic character, residential neighborhoods, and strong public school system.
  • A. Town of Shrewsbury
    The Town of Shrewsbury is a suburban Massachusetts community known for its residential neighborhoods, strong public schools, and proximity to the city of Worcester.
  • B. Town of Hillsborough
    The Town of Hillsborough is a small, historic North Carolina community known for its vibrant arts scene, preserved architecture, and active civic and cultural life.
  • C. Sudbury
    Sudbury is a major city in northern Ontario, Canada, known for its mining industry and numerous surrounding lakes.
  • D. Sudbury
    Sudbury is a historic market town in Suffolk, England, known for its medieval architecture and association with painter Thomas Gainsborough.
  • E. Sudbury
    Sudbury is a small rural town in Rutland County, Vermont, known for its scenic landscapes and quiet, agricultural character.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfafc8448190a25be8ada84eff9c completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfea3bc88190acaa013169d607c5 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0b13f1c819091f3f8b966e36214 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d1ad6b7081908be76d70ad9e2075 completed May 10, 2026, 6:42 p.m.
Created at: April 10, 2026, 5:31 a.m.