Triple

T6560422
Position Surface form Disambiguated ID Type / Status
Subject Devens, Massachusetts E152567 entity
Predicate nearbyCity P350 FINISHED
Object Leominster, Massachusetts E208192 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: Leominster, Massachusetts | Statement: [Devens, Massachusetts, nearbyCity, Leominster, Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leominster, Massachusetts
Context triple: [Devens, Massachusetts, nearbyCity, Leominster, Massachusetts]
  • A. Leominster, Massachusetts chosen
    Leominster, Massachusetts is a small city in north-central Massachusetts known historically for its plastics industry and as the birthplace of the modern plastic comb.
  • B. Leominster
    Leominster is a historic market town in Herefordshire, England, known for its medieval architecture and agricultural heritage.
  • C. Methuen, Massachusetts
    Methuen, Massachusetts is a small city in northeastern Massachusetts known for its historic mill buildings and suburban residential character within the Merrimack Valley region.
  • D. Fitchburg
    Fitchburg is a small city in north-central Massachusetts known for its industrial history, hilly terrain, and role as a regional rail hub.
  • E. Norwood, Massachusetts
    Norwood, Massachusetts is a suburban town southwest of Boston known for its residential character, local industry, and historic town center.
  • 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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae22442081909bd6e2ba0091c56b completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb90ffd48190996a64d79f516e2c completed March 27, 2026, 6:25 p.m.
Created at: March 27, 2026, 1:52 p.m.