Triple

T3671006
Position Surface form Disambiguated ID Type / Status
Subject Illinois innovation ecosystem E77877 entity
Predicate includesCluster P1393 FINISHED
Object Chicago technology corridor E14563 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: Chicago technology corridor | Statement: [Illinois innovation ecosystem, includesCluster, Chicago technology corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chicago technology corridor
Context triple: [Illinois innovation ecosystem, includesCluster, Chicago technology corridor]
  • A. Illinois Technology and Research Corridor chosen
    The Illinois Technology and Research Corridor is a major suburban business and innovation hub west of Chicago, known for its concentration of corporate headquarters, research facilities, and high-tech industries along Interstate 88.
  • B. Chicago metropolitan area
    The Chicago metropolitan area is a major U.S. urban and economic region centered on the city of Chicago, encompassing numerous surrounding suburbs across northeastern Illinois and parts of neighboring states.
  • C. Downtown Chicago area
    The Downtown Chicago area is the city’s central business and cultural district, encompassing iconic skyscrapers, major shopping and entertainment corridors, and several distinct neighborhoods along Lake Michigan.
  • D. South Suburbs of Chicago
    The South Suburbs of Chicago are a cluster of predominantly residential and industrial communities located south of the city, known for their blue-collar character, diverse population, and historical ties to steel and manufacturing.
  • E. Northwest Side of Chicago
    The Northwest Side of Chicago is a largely residential, ethnically diverse area of the city known for its bungalow neighborhoods, strong middle-class communities, and proximity to O'Hare International Airport.
  • 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: includesCluster
Context triple: [Illinois innovation ecosystem, includesCluster, Chicago technology corridor]
  • A. includesClause
    Indicates that one entity (typically a document, contract, or statement) contains or incorporates a specific clause as part of its content.
  • B. associatedWithCluster
    Indicates that an entity is linked or grouped with a particular cluster, typically sharing common characteristics or membership within that cluster.
  • C. hasOfficeCluster
    Indicates that an entity is associated with or belongs to a specific group or cluster of office locations.
  • D. includes chosen
    Indicates that one entity contains, encompasses, or has another entity as a part, member, or subset.
  • E. hasPrimaryClusterIn
    Indicates that an entity’s main or most significant cluster is located within or associated with a specified cluster or grouping.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc42c96648190abbd5d23b25d6a6b completed March 8, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48850515c8190bdb9ddcfc0a13f4e completed March 13, 2026, 9:57 p.m.
PD Predicate disambiguation batch_69adb84a20288190a092e4a1b045fe3f completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:25 p.m.