Triple

T8727634
Position Surface form Disambiguated ID Type / Status
Subject Ashby, Massachusetts E207168 entity
Predicate transportationAccess P941 FINISHED
Object Massachusetts Route 31 E498848 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: Massachusetts Route 31 | Statement: [Ashby, Massachusetts, transportationAccess, Massachusetts Route 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Massachusetts Route 31
Context triple: [Ashby, Massachusetts, transportationAccess, Massachusetts Route 31]
  • A. Massachusetts Route 31 chosen
    Massachusetts Route 31 is a north–south state highway in Massachusetts that connects several central communities and intersects major east–west routes.
  • B. Massachusetts Route 30
    Massachusetts Route 30 is an east–west state highway in Massachusetts that runs from the Worcester area to the Boston region, generally paralleling the Massachusetts Turnpike.
  • C. Massachusetts Route 38
    Massachusetts Route 38 is a state highway in Massachusetts that runs generally north–south through communities such as Woburn, Wilmington, and Lowell, serving as a key local arterial route.
  • D. Massachusetts Route 32
    Massachusetts Route 32 is a north–south state highway in Massachusetts that runs through the central part of the state, connecting several small towns and intersecting major east–west routes.
  • E. Massachusetts Route 35
    Massachusetts Route 35 is a state highway in northeastern Massachusetts that runs through communities such as Danvers, connecting local roads to larger regional routes.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d1890e0819088b271db51faa738 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69deafff4b8c819099d47b48773c3629 completed April 14, 2026, 9:22 p.m.
Created at: March 30, 2026, 6:37 p.m.