Triple

T734789
Position Surface form Disambiguated ID Type / Status
Subject Newton Centre E14905 entity
Predicate hasCommercialArea P459 FINISHED
Object Newton Centre business district E14905 NE FINISHED

How this triple was built (3 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: Newton Centre business district | Statement: [Newton Centre, hasCommercialArea, Newton Centre business district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Newton Centre business district
Context triple: [Newton Centre, hasCommercialArea, Newton Centre business district]
  • A. Newton Centre chosen
    Newton Centre is a village and major commercial hub within the city of Newton, Massachusetts, known for its shops, restaurants, and proximity to local schools and transit.
  • B. Newton Centre Playground
    Newton Centre Playground is a public recreational park and play area in the Newton Centre neighborhood of Newton, Massachusetts, featuring open green space and facilities for children and families.
  • C. Cambridge Business Park
    Cambridge Business Park is a major office and technology campus in Cambridge, England, hosting numerous high-tech, telecommunications, and business service companies within the broader Silicon Fen cluster.
  • D. Newton Centre station
    Newton Centre station is a light rail stop in Newton, Massachusetts, serving the MBTA Green Line’s D branch on the Boston-area transit system.
  • E. Cambridge Southern Fringe
    Cambridge Southern Fringe is a major urban expansion area on the southern edge of Cambridge, England, encompassing significant residential, commercial, and research developments.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasCommercialArea
Context triple: [Newton Centre, hasCommercialArea, Newton Centre business district]
  • A. hasBusinessDistrict chosen
    Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
  • B. hasShoppingDistrict
    Indicates that a place contains or is associated with a designated area where multiple shops and commercial retail activities are concentrated.
  • C. isInBusinessDistrict
    Indicates that an entity is located within a designated business or commercial district area.
  • D. hasBusinessPark
    Indicates that one entity possesses, contains, or is associated with a business park as part of its facilities or properties.
  • E. hasResidentialArea
    Indicates that an entity includes, contains, or is associated with an area designated for people to live or reside.
  • F. None of above.

Provenance (4 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a66820548190b373deb117187c2c completed March 1, 2026, 8:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a65e3df8e48190905f89acbf7f3667 completed March 3, 2026, 4:06 a.m.
PD Predicate disambiguation batch_69a4a4fafee081909bf356854c09aaff completed March 1, 2026, 8:43 p.m.
Created at: March 1, 2026, 7:37 p.m.