Triple

T9180376
Position Surface form Disambiguated ID Type / Status
Subject Grafton, Massachusetts E220308 entity
Predicate hasNeighborhood P40 FINISHED
Object North Grafton
North Grafton is a village and residential neighborhood within the town of Grafton in Worcester County, Massachusetts.
 E784762 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: North Grafton | Statement: [Grafton, Massachusetts, hasNeighborhood, North Grafton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Grafton
Context triple: [Grafton, Massachusetts, hasNeighborhood, North Grafton]
  • A. South Grafton
    South Grafton is a town in northern New South Wales, Australia, situated on the Clarence River and forming part of the broader Grafton urban area.
  • B. Grafton
    Grafton is a suburban village in Ozaukee County, Wisconsin, known for its proximity to Milwaukee and its mix of residential neighborhoods, commercial areas, and access to the Milwaukee River.
  • C. Grafton
    Grafton is a small village in northeastern Ohio, United States, known for its residential community and proximity to the city of Cleveland.
  • D. Grafton
    Grafton is a regional city in northern New South Wales, Australia, known for its historic architecture and annual Jacaranda Festival.
  • E. Grafton
    Grafton is a small rural village located within the district of West Oxfordshire in England.
  • 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: North Grafton
Triple: [Grafton, Massachusetts, hasNeighborhood, North Grafton]
Generated description
North Grafton is a village and residential neighborhood within the town of Grafton in Worcester County, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Grafton
Target entity description: North Grafton is a village and residential neighborhood within the town of Grafton in Worcester County, Massachusetts.
  • A. South Grafton
    South Grafton is a town in northern New South Wales, Australia, situated on the Clarence River and forming part of the broader Grafton urban area.
  • B. Grafton
    Grafton is a small village in northeastern Ohio, United States, known for its residential community and proximity to the city of Cleveland.
  • C. Grafton
    Grafton is a suburban village in Ozaukee County, Wisconsin, known for its proximity to Milwaukee and its mix of residential neighborhoods, commercial areas, and access to the Milwaukee River.
  • D. Grafton
    Grafton is a regional city in northern New South Wales, Australia, known for its historic architecture and annual Jacaranda Festival.
  • E. Grafton
    Grafton is a small rural village located within the district of West Oxfordshire in England.
  • 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_69ca83e589948190ac9907819db11ddf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccc251da448190a5c7f684dac15a84 completed April 1, 2026, 6:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d065cfff508190aee691404444a394 completed April 4, 2026, 1:13 a.m.
NEDg Description generation batch_69d066f0aa588190997de81afd8dc0b5 completed April 4, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69d067e17fac819095544182f3232bf5 completed April 4, 2026, 1:22 a.m.
Created at: March 30, 2026, 7:23 p.m.