Triple

T11744768
Position Surface form Disambiguated ID Type / Status
Subject Oxford, Massachusetts E279249 entity
Predicate locatedNear P294 FINISHED
Object Dudley, Massachusetts
Dudley, Massachusetts is a small town in Worcester County known for its residential character and as the home of Nichols College.
E1053226 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: Dudley, Massachusetts | Statement: [Oxford, Massachusetts, locatedNear, Dudley, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dudley, Massachusetts
Context triple: [Oxford, Massachusetts, locatedNear, Dudley, Massachusetts]
  • A. Dighton, Massachusetts
    Dighton, Massachusetts is a small town in Bristol County known for its rural character and location along the Taunton River in southeastern Massachusetts.
  • B. Westwood, Massachusetts
    Westwood, Massachusetts is a suburban town southwest of Boston known for its high-performing schools, affluent residential character, and convenient commuter access to the city.
  • C. Westfield, Massachusetts
    Westfield, Massachusetts is a small city in western Massachusetts known for its historic downtown, proximity to the Berkshires, and home to Westfield State University.
  • D. Blackstone, Massachusetts
    Blackstone, Massachusetts is a small New England town in Worcester County known for its historic mill villages along the Blackstone River and its location on the Rhode Island border.
  • E. Heath, Massachusetts
    Heath, Massachusetts is a small rural town in northwestern Massachusetts known for its scenic landscapes and agricultural character within Franklin County.
  • 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: Dudley, Massachusetts
Triple: [Oxford, Massachusetts, locatedNear, Dudley, Massachusetts]
Generated description
Dudley, Massachusetts is a small town in Worcester County known for its residential character and as the home of Nichols College.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dudley, Massachusetts
Target entity description: Dudley, Massachusetts is a small town in Worcester County known for its residential character and as the home of Nichols College.
  • A. Dighton, Massachusetts
    Dighton, Massachusetts is a small town in Bristol County known for its rural character and location along the Taunton River in southeastern Massachusetts.
  • B. Westwood, Massachusetts
    Westwood, Massachusetts is a suburban town southwest of Boston known for its high-performing schools, affluent residential character, and convenient commuter access to the city.
  • C. Westfield, Massachusetts
    Westfield, Massachusetts is a small city in western Massachusetts known for its historic downtown, proximity to the Berkshires, and home to Westfield State University.
  • D. Blackstone, Massachusetts chosen
    Blackstone, Massachusetts is a small New England town in Worcester County known for its historic mill villages along the Blackstone River and its location on the Rhode Island border.
  • E. Heath, Massachusetts
    Heath, Massachusetts is a small rural town in northwestern Massachusetts known for its scenic landscapes and agricultural character within Franklin County.
  • F. None of above.

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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4f2a38c8190a682d8dae1ab9415 completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01afd6121081908345fe7dd941c780 completed May 11, 2026, 10:30 a.m.
NEDg Description generation batch_6a01b259ba9c8190878946190ff21e7d completed May 11, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_6a01b2cf4e608190ae1d40ee5b7cc427 completed May 11, 2026, 10:43 a.m.
Created at: April 8, 2026, 9:41 p.m.