Triple

T7534841
Position Surface form Disambiguated ID Type / Status
Subject Howard Raggatt E178120 entity
Predicate notableWork P4 FINISHED
Object RMIT Design Hub (conceptual involvement via ARM)
RMIT Design Hub is a prominent contemporary architectural project in Melbourne known for its innovative, research-focused design and distinctive perforated façade, developed conceptually by ARM Architecture with Howard Raggatt’s involvement.
E671377 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: RMIT Design Hub (conceptual involvement via ARM) | Statement: [Howard Raggatt, notableWork, RMIT Design Hub (conceptual involvement via ARM)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RMIT Design Hub (conceptual involvement via ARM)
Context triple: [Howard Raggatt, notableWork, RMIT Design Hub (conceptual involvement via ARM)]
  • A. Jacobs Institute for Design Innovation
    The Jacobs Institute for Design Innovation is an interdisciplinary hub at UC Berkeley that focuses on hands-on, human-centered design education, prototyping, and collaboration across engineering and other fields.
  • B. School of Design, Carnegie Mellon University
    The School of Design at Carnegie Mellon University is a leading design institution known for its innovative programs in communication, product, and interaction design, with a strong emphasis on interdisciplinary collaboration and human-centered approaches.
  • C. Melbourne Convention and Exhibition Centre (involvement in design phases)
    The Melbourne Convention and Exhibition Centre is a major, architecturally significant events and exhibition complex in Melbourne, Australia, recognized for its contemporary design and role as a key venue for conferences, conventions, and large-scale public events.
  • D. Research and Development Board
    The Research and Development Board was a U.S. defense organization responsible for coordinating and overseeing military scientific research and technological innovation in the early Cold War era.
  • E. Engineering Innovation Centre
    The Engineering Innovation Centre is a state-of-the-art engineering and research hub at the University of Central Lancashire designed to support advanced teaching, industry collaboration, and technological innovation.
  • 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: RMIT Design Hub (conceptual involvement via ARM)
Triple: [Howard Raggatt, notableWork, RMIT Design Hub (conceptual involvement via ARM)]
Generated description
RMIT Design Hub is a prominent contemporary architectural project in Melbourne known for its innovative, research-focused design and distinctive perforated façade, developed conceptually by ARM Architecture with Howard Raggatt’s involvement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RMIT Design Hub (conceptual involvement via ARM)
Target entity description: RMIT Design Hub is a prominent contemporary architectural project in Melbourne known for its innovative, research-focused design and distinctive perforated façade, developed conceptually by ARM Architecture with Howard Raggatt’s involvement.
  • A. Jacobs Institute for Design Innovation
    The Jacobs Institute for Design Innovation is an interdisciplinary hub at UC Berkeley that focuses on hands-on, human-centered design education, prototyping, and collaboration across engineering and other fields.
  • B. School of Design, Carnegie Mellon University
    The School of Design at Carnegie Mellon University is a leading design institution known for its innovative programs in communication, product, and interaction design, with a strong emphasis on interdisciplinary collaboration and human-centered approaches.
  • C. Melbourne Convention and Exhibition Centre (involvement in design phases)
    The Melbourne Convention and Exhibition Centre is a major, architecturally significant events and exhibition complex in Melbourne, Australia, recognized for its contemporary design and role as a key venue for conferences, conventions, and large-scale public events.
  • D. Research and Development Board
    The Research and Development Board was a U.S. defense organization responsible for coordinating and overseeing military scientific research and technological innovation in the early Cold War era.
  • E. Engineering Innovation Centre
    The Engineering Innovation Centre is a state-of-the-art engineering and research hub at the University of Central Lancashire designed to support advanced teaching, industry collaboration, and technological innovation.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84a9d28819084ebfc44fcb2c29c completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f0765b48190b8df68f22c8901f4 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c8514ed0108190bb9686422818b2d1 completed March 28, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69c851f462dc8190a706c9580449a396 completed March 28, 2026, 10:11 p.m.
Created at: March 27, 2026, 3:47 p.m.