Triple

T16038935
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Avenue E389040 entity
Predicate hasNeighborhoodSegment P51968 FINISHED
Object Central Square, Cambridge E168406 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: Central Square, Cambridge | Statement: [Massachusetts Avenue, hasNeighborhoodSegment, Central Square, Cambridge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Square, Cambridge
Context triple: [Massachusetts Avenue, hasNeighborhoodSegment, Central Square, Cambridge]
  • A. Central Square, Cambridge chosen
    Central Square, Cambridge is a vibrant commercial and cultural district in Cambridge, Massachusetts, known for its diverse restaurants, nightlife, music venues, and historic urban streetscape.
  • B. Victoria Square, Cambridge
    Victoria Square is a public park and recreational green space located in the town of Cambridge, New Zealand.
  • C. Grand Arcade, Cambridge
    Grand Arcade, Cambridge is a modern shopping centre in Cambridge, England, featuring a wide range of high-street and designer retailers, eateries, and parking facilities.
  • D. The Backs, Cambridge
    The Backs, Cambridge is a picturesque area of parkland and college gardens behind several University of Cambridge colleges, renowned for its scenic views, historic architecture, and riverside walks.
  • E. Corn Exchange Street, Cambridge
    Corn Exchange Street in Cambridge is a central city street known for running alongside the historic Corn Exchange venue and close to major university and cultural sites.
  • 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: hasNeighborhoodSegment
Context triple: [Massachusetts Avenue, hasNeighborhoodSegment, Central Square, Cambridge]
  • A. hasNeighborhoodAlong
    Indicates that one entity has a neighboring area or region that extends along the boundary or length of another entity.
  • B. hasNeighborhoodRole
    Indicates that an entity holds a specific role, function, or position within a neighborhood or local community context.
  • C. hasSegmentOn chosen
    Indicates that one entity includes or occupies a specific segment or portion on another entity (such as a line, path, or sequence).
  • D. hasNeighborhoodIdentity
    Indicates that an entity possesses or is associated with a distinctive neighborhood-based character, culture, or identity.
  • E. hasNeighbourhood
    Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1ff63edb0819092cbb671967bbdcd completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbd5acb48190a10e40074fffd425 completed May 10, 2026, 1:13 a.m.
PD Predicate disambiguation batch_69e1826f34c081908005bb736f1c485d completed April 17, 2026, 12:44 a.m.
Created at: April 10, 2026, 4:56 a.m.