Triple

T3671020
Position Surface form Disambiguated ID Type / Status
Subject Illinois innovation ecosystem E77877 entity
Predicate includesSupportOrganization P12024 FINISHED
Object mHUB Chicago
mHUB Chicago is a leading hardtech and manufacturing innovation center that supports startups and entrepreneurs with prototyping facilities, mentorship, and industry connections in the Chicago region.
E376871 NE FINISHED

How this triple was built (4 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: mHUB Chicago | Statement: [Illinois innovation ecosystem, includesSupportOrganization, mHUB Chicago]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: mHUB Chicago
Context triple: [Illinois innovation ecosystem, includesSupportOrganization, mHUB Chicago]
  • A. MetroTech Center
    MetroTech Center is a major business and academic complex in Brooklyn that houses office towers, university facilities, and public spaces forming a key technology and innovation hub.
  • B. MCA Chicago
    MCA Chicago is a major contemporary art museum in Chicago known for its cutting-edge exhibitions, performances, and public programs showcasing innovative art from around the world.
  • C. Shirley Ryan AbilityLab
    Shirley Ryan AbilityLab is a leading rehabilitation hospital and research center in Chicago specializing in innovative, interdisciplinary care for patients with complex physical and cognitive disabilities.
  • D. The Hub
    The Hub was a 19th-century American periodical associated with reformist and intellectual writing, for which civil rights advocate and author Archibald Grimké contributed.
  • E. The Hub
    The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
  • 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: mHUB Chicago
Triple: [Illinois innovation ecosystem, includesSupportOrganization, mHUB Chicago]
Generated description
mHUB Chicago is a leading hardtech and manufacturing innovation center that supports startups and entrepreneurs with prototyping facilities, mentorship, and industry connections in the Chicago region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: mHUB Chicago
Target entity description: mHUB Chicago is a leading hardtech and manufacturing innovation center that supports startups and entrepreneurs with prototyping facilities, mentorship, and industry connections in the Chicago region.
  • A. MetroTech Center
    MetroTech Center is a major business and academic complex in Brooklyn that houses office towers, university facilities, and public spaces forming a key technology and innovation hub.
  • B. MCA Chicago
    MCA Chicago is a major contemporary art museum in Chicago known for its cutting-edge exhibitions, performances, and public programs showcasing innovative art from around the world.
  • C. Shirley Ryan AbilityLab
    Shirley Ryan AbilityLab is a leading rehabilitation hospital and research center in Chicago specializing in innovative, interdisciplinary care for patients with complex physical and cognitive disabilities.
  • D. The Hub
    The Hub was a 19th-century American periodical associated with reformist and intellectual writing, for which civil rights advocate and author Archibald Grimké contributed.
  • E. The Hub
    The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
  • F. None of above. chosen

Provenance (5 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.
NEDg Description generation batch_69b48b55ad8081909166e7418cdf0f06 completed March 13, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b48e1ff9fc8190bb2559b9e55ea2b8 completed March 13, 2026, 10:22 p.m.
Created at: March 8, 2026, 3:25 p.m.