Triple

T2869676
Position Surface form Disambiguated ID Type / Status
Subject Champaign, Illinois E63527 entity
Predicate hasResearchPark P32590 FINISHED
Object University of Illinois Research Park
The University of Illinois Research Park is a technology and innovation hub that hosts research and development operations for corporations and startups in close collaboration with the University of Illinois at Urbana-Champaign.
E306083 NE FINISHED

How this triple was built (5 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: University of Illinois Research Park | Statement: [Champaign, Illinois, hasResearchPark, University of Illinois Research Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Illinois Research Park
Context triple: [Champaign, Illinois, hasResearchPark, University of Illinois Research Park]
  • A. University City Science Center
    The University City Science Center is a prominent urban research and technology innovation hub in Philadelphia that supports startups, academic partnerships, and commercialization of scientific advances.
  • B. Beckman Institute for Advanced Science and Technology
    The Beckman Institute for Advanced Science and Technology is a prominent interdisciplinary research center at the University of Illinois at Urbana-Champaign, known for pioneering work at the intersection of engineering, physical sciences, and life sciences.
  • C. Lincoln Park Campus
    Lincoln Park Campus is DePaul University's main residential campus in Chicago, known for its traditional collegiate setting and proximity to the Lincoln Park neighborhood and lakefront.
  • D. Illinois Technology and Research Corridor
    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.
  • E. Cummings Research Park
    Cummings Research Park is a major technology and research hub in Huntsville, Alabama, and one of the largest research parks in the United States, home to numerous aerospace, defense, and high-tech companies and institutions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: University of Illinois Research Park
Triple: [Champaign, Illinois, hasResearchPark, University of Illinois Research Park]
Generated description
The University of Illinois Research Park is a technology and innovation hub that hosts research and development operations for corporations and startups in close collaboration with the University of Illinois at Urbana-Champaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Illinois Research Park
Target entity description: The University of Illinois Research Park is a technology and innovation hub that hosts research and development operations for corporations and startups in close collaboration with the University of Illinois at Urbana-Champaign.
  • A. University City Science Center
    The University City Science Center is a prominent urban research and technology innovation hub in Philadelphia that supports startups, academic partnerships, and commercialization of scientific advances.
  • B. Beckman Institute for Advanced Science and Technology
    The Beckman Institute for Advanced Science and Technology is a prominent interdisciplinary research center at the University of Illinois at Urbana-Champaign, known for pioneering work at the intersection of engineering, physical sciences, and life sciences.
  • C. Lincoln Park Campus
    Lincoln Park Campus is DePaul University's main residential campus in Chicago, known for its traditional collegiate setting and proximity to the Lincoln Park neighborhood and lakefront.
  • D. Illinois Technology and Research Corridor
    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.
  • E. Cummings Research Park
    Cummings Research Park is a major technology and research hub in Huntsville, Alabama, and one of the largest research parks in the United States, home to numerous aerospace, defense, and high-tech companies and institutions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasResearchPark
Context triple: [Champaign, Illinois, hasResearchPark, University of Illinois Research Park]
  • A. hasSciencePark chosen
    Indicates that one entity possesses, hosts, or includes a science park associated with it.
  • B. operatesResearchPark
    Indicates that an entity manages and runs the activities, facilities, and operations of a research park.
  • C. hasResearchCentersIn
    Indicates that an entity maintains or operates research centers located within a specified place or region.
  • D. hasResearchCenters
    Indicates that an entity possesses, hosts, or is associated with one or more research centers.
  • E. hasIndustrialPark
    Indicates that a location or entity possesses or contains an industrial park within its area or jurisdiction.
  • F. None of above.

Provenance (6 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfe15ff081908dd1dad62c292b2b completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01dabb19c8190822ac992ab764446 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e34639c8190b1c6e8a14cd31d96 completed March 10, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69b01f5a6784819089499926fb115d9c completed March 10, 2026, 1:40 p.m.
PD Predicate disambiguation batch_69abdd142e4c8190b424cb0c5ff40d04 completed March 7, 2026, 8:08 a.m.
Created at: March 6, 2026, 10:02 p.m.