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.