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.