Triple
T12947894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaw Center for the Arts |
E309815
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Eskew+Dumez+Ripple
Eskew+Dumez+Ripple is a New Orleans–based architecture firm known for its contemporary, context-sensitive designs and leadership in sustainable, civic, and cultural projects.
|
E1011487
|
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: Eskew+Dumez+Ripple | Statement: [Shaw Center for the Arts, architect, Eskew+Dumez+Ripple]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eskew+Dumez+Ripple Context triple: [Shaw Center for the Arts, architect, Eskew+Dumez+Ripple]
-
A.
Huber, Hunt & Nichols
Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
-
B.
Magnusson Klemencic Associates
Magnusson Klemencic Associates is a prominent structural and civil engineering firm known for its innovative design of complex buildings and performance venues worldwide.
-
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.
Merkley + Partners
Merkley + Partners is a New York-based advertising agency known for its creative brand campaigns and as part of the global Omnicom Group network.
-
E.
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.
- 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: Eskew+Dumez+Ripple Triple: [Shaw Center for the Arts, architect, Eskew+Dumez+Ripple]
Generated description
Eskew+Dumez+Ripple is a New Orleans–based architecture firm known for its contemporary, context-sensitive designs and leadership in sustainable, civic, and cultural projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eskew+Dumez+Ripple Target entity description: Eskew+Dumez+Ripple is a New Orleans–based architecture firm known for its contemporary, context-sensitive designs and leadership in sustainable, civic, and cultural projects.
-
A.
Huber, Hunt & Nichols
Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
-
B.
Magnusson Klemencic Associates
Magnusson Klemencic Associates is a prominent structural and civil engineering firm known for its innovative design of complex buildings and performance venues worldwide.
-
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.
Merkley + Partners
Merkley + Partners is a New York-based advertising agency known for its creative brand campaigns and as part of the global Omnicom Group network.
-
E.
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.
- 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_69d7bdfb57a88190836b743e2825feca |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97e1c67b8819094e5243267f93ce2 |
completed | April 10, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af7790808190826f98e8aff01523 |
completed | May 3, 2026, 2:14 a.m. |
| NEDg | Description generation | batch_69f6b115720481908796955032043530 |
completed | May 3, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1ea3d288190875888be8356da48 |
completed | May 3, 2026, 2:24 a.m. |
Created at: April 9, 2026, 5:43 p.m.