Triple

T364748
Position Surface form Disambiguated ID Type / Status
Subject Royal Academy of Engineering E7933 entity
Predicate sponsorsProgramme P1807 FINISHED
Object Enterprise Hub
Enterprise Hub is a Royal Academy of Engineering initiative that supports and accelerates UK engineering and technology entrepreneurs through funding, mentoring, and business development resources.
E46419 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: Enterprise Hub | Statement: [Royal Academy of Engineering, sponsorsProgramme, Enterprise Hub]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Enterprise Hub
Context triple: [Royal Academy of Engineering, sponsorsProgramme, Enterprise Hub]
  • A. Enterprise
    Enterprise is the most feature-rich, high-end edition of Microsoft Visual Studio designed for large-scale, complex, and enterprise-level software development.
  • B. Enterprise Center
    Enterprise Center is a major indoor arena in downtown St. Louis, Missouri, best known as the home of the NHL’s St. Louis Blues and a venue for large concerts and events.
  • C. Zoho Workplace
    Zoho Workplace is an integrated suite of cloud-based productivity and collaboration apps—including email, document editing, file storage, and communication tools—designed as an alternative to platforms like Google Workspace.
  • D. GlobalTech Alliance
    GlobalTech Alliance is an international consortium that brings together leading institutions and organizations like ETH Zurich to collaborate on advanced research, innovation, and technology development.
  • E. ERP
    ERP is the commonly used abbreviation for the Marshall Plan, the U.S.-led post–World War II European Recovery Program that financed and coordinated Western Europe’s economic reconstruction.
  • 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: Enterprise Hub
Triple: [Royal Academy of Engineering, sponsorsProgramme, Enterprise Hub]
Generated description
Enterprise Hub is a Royal Academy of Engineering initiative that supports and accelerates UK engineering and technology entrepreneurs through funding, mentoring, and business development resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Enterprise Hub
Target entity description: Enterprise Hub is a Royal Academy of Engineering initiative that supports and accelerates UK engineering and technology entrepreneurs through funding, mentoring, and business development resources.
  • A. Enterprise
    Enterprise is the most feature-rich, high-end edition of Microsoft Visual Studio designed for large-scale, complex, and enterprise-level software development.
  • B. Enterprise Center
    Enterprise Center is a major indoor arena in downtown St. Louis, Missouri, best known as the home of the NHL’s St. Louis Blues and a venue for large concerts and events.
  • C. Zoho Workplace
    Zoho Workplace is an integrated suite of cloud-based productivity and collaboration apps—including email, document editing, file storage, and communication tools—designed as an alternative to platforms like Google Workspace.
  • D. GlobalTech Alliance
    GlobalTech Alliance is an international consortium that brings together leading institutions and organizations like ETH Zurich to collaborate on advanced research, innovation, and technology development.
  • E. ERP
    ERP is the commonly used abbreviation for the Marshall Plan, the U.S.-led post–World War II European Recovery Program that financed and coordinated Western Europe’s economic reconstruction.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: sponsorsProgramme
Context triple: [Royal Academy of Engineering, sponsorsProgramme, Enterprise Hub]
  • A. sponsors chosen
    Indicates that one entity provides financial or material support to another, often in exchange for association, promotion, or fulfillment of certain activities or goals.
  • B. sponsorInHouse
    Indicates that one entity formally supports, promotes, or funds another entity within the same organization, institution, or internal setting.
  • C. coSponsor
    Indicates that an entity jointly supports, endorses, or backs an initiative, proposal, or activity together with one or more others.
  • D. hasProgramme
    Indicates that an entity is associated with or offers a particular programme (such as a course of study, plan, or structured set of activities).
  • E. programmeName
    Indicates that an entity has or is identified by a specific programme’s name.
  • 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebe6c1b4819083335e880c205ed6 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e8668b848190b68d19819ac134df completed March 1, 2026, 7:19 a.m.
NEDg Description generation batch_69a3ea5beecc8190b128db693db39e95 completed March 1, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69a3eba438548190912d5a4a9c0e6528 completed March 1, 2026, 7:32 a.m.
PD Predicate disambiguation batch_69a2e95dbb208190b277fc5352a4ee84 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.