Triple
T16542599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Climate Ribbon |
E401855
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Hugh Dutton Associés
Hugh Dutton Associés is a Paris-based architecture and design studio known for its innovative, high-tech, and environmentally responsive projects that blend engineering, art, and digital design.
|
E1219950
|
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: Hugh Dutton Associés | Statement: [Climate Ribbon, associatedWith, Hugh Dutton Associés]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hugh Dutton Associés Context triple: [Climate Ribbon, associatedWith, Hugh Dutton Associés]
-
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.
Denton Corker Marshall
Denton Corker Marshall is an internationally renowned Australian architecture firm known for its bold, minimalist designs and major public and cultural projects around the world.
-
C.
Robert Donnell & Associates
Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
-
D.
Craddock McDermott
Craddock McDermott is the vengeful, malevolent ghost who serves as the primary antagonist in Joe Hill’s horror novel "Heart-Shaped Box."
-
E.
Huber, Hunt & Nichols
Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
- 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: Hugh Dutton Associés Triple: [Climate Ribbon, associatedWith, Hugh Dutton Associés]
Generated description
Hugh Dutton Associés is a Paris-based architecture and design studio known for its innovative, high-tech, and environmentally responsive projects that blend engineering, art, and digital design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hugh Dutton Associés Target entity description: Hugh Dutton Associés is a Paris-based architecture and design studio known for its innovative, high-tech, and environmentally responsive projects that blend engineering, art, and digital design.
-
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.
Denton Corker Marshall
Denton Corker Marshall is an internationally renowned Australian architecture firm known for its bold, minimalist designs and major public and cultural projects around the world.
-
C.
Robert Donnell & Associates
Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
-
D.
Craddock McDermott
Craddock McDermott is the vengeful, malevolent ghost who serves as the primary antagonist in Joe Hill’s horror novel "Heart-Shaped Box."
-
E.
Huber, Hunt & Nichols
Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
- 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3455db6788190b929546050ea2488 |
completed | April 18, 2026, 8:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0067b0e5708190a286b8a316d6efd2 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a006895b8ac8190a8d078e6b9f5bb50 |
completed | May 10, 2026, 11:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00694da4a88190944ae4a70ac9f0c3 |
completed | May 10, 2026, 11:17 a.m. |
Created at: April 10, 2026, 5:15 a.m.