Triple

T8388965
Position Surface form Disambiguated ID Type / Status
Subject Aalto University E197890 entity
Predicate hasInnovationHub P460 FINISHED
Object Aalto University Startup Center
Aalto University Startup Center is a business accelerator and incubator that supports early-stage startups and entrepreneurial projects emerging from Aalto University’s community.
 E730145 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: Aalto University Startup Center | Statement: [Aalto University, hasInnovationHub, Aalto University Startup Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aalto University Startup Center
Context triple: [Aalto University, hasInnovationHub, Aalto University Startup Center]
  • A. Aalto University
    Aalto University is a Finnish multidisciplinary university in the Helsinki metropolitan area, formed by the merger of leading institutions in technology, business, and arts and design.
  • B. Aalto University library
    Aalto University library is the main academic library of Aalto University, providing study spaces, research resources, and information services primarily for students and staff on the Otaniemi campus in Espoo, Finland.
  • C. Helsinki University of Technology
    Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
  • D. Chalmers University of Technology Foundation
    Chalmers University of Technology Foundation is the independent foundation that owns and oversees Chalmers University of Technology in Gothenburg, Sweden, providing strategic governance and financial support.
  • E. Tampere University of Applied Sciences
    Tampere University of Applied Sciences is a Finnish multidisciplinary higher education institution in Tampere offering practice-oriented bachelor’s and master’s degree programs and strong links to regional industry.
  • 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: Aalto University Startup Center
Triple: [Aalto University, hasInnovationHub, Aalto University Startup Center]
Generated description
Aalto University Startup Center is a business accelerator and incubator that supports early-stage startups and entrepreneurial projects emerging from Aalto University’s community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aalto University Startup Center
Target entity description: Aalto University Startup Center is a business accelerator and incubator that supports early-stage startups and entrepreneurial projects emerging from Aalto University’s community.
  • A. Aalto University
    Aalto University is a Finnish multidisciplinary university in the Helsinki metropolitan area, formed by the merger of leading institutions in technology, business, and arts and design.
  • B. Aalto University library
    Aalto University library is the main academic library of Aalto University, providing study spaces, research resources, and information services primarily for students and staff on the Otaniemi campus in Espoo, Finland.
  • C. Helsinki University of Technology
    Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
  • D. Chalmers University of Technology Foundation
    Chalmers University of Technology Foundation is the independent foundation that owns and oversees Chalmers University of Technology in Gothenburg, Sweden, providing strategic governance and financial support.
  • E. Tampere University of Applied Sciences
    Tampere University of Applied Sciences is a Finnish multidisciplinary higher education institution in Tampere offering practice-oriented bachelor’s and master’s degree programs and strong links to regional industry.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb81090f688190a3a8d1680383c361 completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde84427dc8190925150b5d52bc9a0 completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfafe84819097f387318897dae1 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2a9c2c8190bdbeddad562ef9e8 completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:03 p.m.