Triple

T7848002
Position Surface form Disambiguated ID Type / Status
Subject Southeastern Wisconsin E181969 entity
Predicate hasMajorCity P316 FINISHED
Object 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.
E698640 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: Grafton | Statement: [Southeastern Wisconsin, hasMajorCity, Grafton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grafton
Context triple: [Southeastern Wisconsin, hasMajorCity, Grafton]
  • A. Grafton
    Grafton is a regional city in northern New South Wales, Australia, known for its historic architecture and annual Jacaranda Festival.
  • B. Grafton
    Grafton is a small rural village located within the district of West Oxfordshire in England.
  • 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, Massachusetts
    Grafton, Massachusetts is a historic New England town known for its colonial-era roots, traditional town common, and role in the greater Worcester metropolitan area.
  • E. Grafton, New Hampshire
    Grafton, New Hampshire is a small rural town in Grafton County known for its forests, lakes, and quiet residential character in west-central New Hampshire.
  • 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: Grafton
Triple: [Southeastern Wisconsin, hasMajorCity, Grafton]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grafton
Target entity description: 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.
  • A. Grafton
    Grafton is a regional city in northern New South Wales, Australia, known for its historic architecture and annual Jacaranda Festival.
  • B. Grafton
    Grafton is a small rural village located within the district of West Oxfordshire in England.
  • 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, Massachusetts
    Grafton, Massachusetts is a historic New England town known for its colonial-era roots, traditional town common, and role in the greater Worcester metropolitan area.
  • E. Grafton, New Hampshire
    Grafton, New Hampshire is a small rural town in Grafton County known for its forests, lakes, and quiet residential character in west-central New Hampshire.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18e7f5988190808ae4dcfbc06991 completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5afbb02481909008eb295c4825c1 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5def38e88190864d84abd7959aa3 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:49 p.m.