Triple
T1453054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federation Square |
E31336
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Bates Smart
Bates Smart is a prominent Australian architecture and design firm known for shaping contemporary urban landscapes through major cultural, commercial, and civic projects.
|
E165875
|
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: Bates Smart | Statement: [Federation Square, architect, Bates Smart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bates Smart Context triple: [Federation Square, architect, Bates Smart]
-
A.
Morrison Hershfield
Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
-
B.
Cooper-Lecky Architects
Cooper-Lecky Architects is an American architectural firm best known for creating prominent public memorials, including the Korean War Veterans Memorial in Washington, D.C.
-
C.
Ellerbe Becket
Ellerbe Becket is a major American architectural and engineering firm known for designing large-scale sports, entertainment, and public assembly venues worldwide.
-
D.
Emery Roth & Sons
Emery Roth & Sons was a prominent 20th-century American architectural firm known for designing numerous notable skyscrapers and commercial buildings, particularly in New York City.
-
E.
Thornton Tomasetti
Thornton Tomasetti is a global engineering firm renowned for its innovative structural design and consulting work on landmark skyscrapers and complex buildings worldwide.
- 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: Bates Smart Triple: [Federation Square, architect, Bates Smart]
Generated description
Bates Smart is a prominent Australian architecture and design firm known for shaping contemporary urban landscapes through major cultural, commercial, and civic projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bates Smart Target entity description: Bates Smart is a prominent Australian architecture and design firm known for shaping contemporary urban landscapes through major cultural, commercial, and civic projects.
-
A.
Morrison Hershfield
Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
-
B.
Cooper-Lecky Architects
Cooper-Lecky Architects is an American architectural firm best known for creating prominent public memorials, including the Korean War Veterans Memorial in Washington, D.C.
-
C.
Ellerbe Becket
Ellerbe Becket is a major American architectural and engineering firm known for designing large-scale sports, entertainment, and public assembly venues worldwide.
-
D.
Emery Roth & Sons
Emery Roth & Sons was a prominent 20th-century American architectural firm known for designing numerous notable skyscrapers and commercial buildings, particularly in New York City.
-
E.
Thornton Tomasetti
Thornton Tomasetti is a global engineering firm renowned for its innovative structural design and consulting work on landmark skyscrapers and complex buildings worldwide.
- 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_69a499171a28819085b993a3ac78e363 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c57e82d48190a30a4512f39f5de0 |
completed | March 1, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08c6f7c881908d1ef9f7897895a6 |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad0a53fa6c8190bc44e8a3f9aec62f |
completed | March 8, 2026, 5:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0aefb1c88190a368d68454a0b9d0 |
completed | March 8, 2026, 5:36 a.m. |
Created at: March 1, 2026, 8 p.m.