Triple

T11744765
Position Surface form Disambiguated ID Type / Status
Subject Oxford, Massachusetts E279249 entity
Predicate locatedNear P294 FINISHED
Object Auburn, Massachusetts E398642 NE FINISHED

How this triple was built (2 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: Auburn, Massachusetts | Statement: [Oxford, Massachusetts, locatedNear, Auburn, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Auburn, Massachusetts
Context triple: [Oxford, Massachusetts, locatedNear, Auburn, Massachusetts]
  • A. Auburn, Massachusetts chosen
    Auburn, Massachusetts is a suburban town in central Massachusetts near Worcester, known for its convenient location at the junction of major highways including the Massachusetts Turnpike.
  • B. Ashby, Massachusetts
    Ashby, Massachusetts is a small rural town in northern Worcester County known for its scenic landscapes, historic New England character, and proximity to the New Hampshire border.
  • C. Avon, Massachusetts
    Avon, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character and location within the Greater Boston area.
  • D. Abington, Massachusetts
    Abington, Massachusetts is a suburban town in Plymouth County known for its residential character and proximity to larger South Shore communities such as Brockton.
  • E. Pelham, Massachusetts
    Pelham, Massachusetts is a small rural town in western Massachusetts known for its historic meetinghouse and location within the Connecticut River’s Pioneer Valley region.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_6a000ebbc67c8190bd930a2773edb5b2 completed May 10, 2026, 4:51 a.m.
Created at: April 8, 2026, 9:41 p.m.