Triple
T17254277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DDG (Development Design Group) |
E418837
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Development Design Group
Development Design Group is an international planning, architecture, and design firm known for creating large-scale mixed-use, retail, and waterfront developments.
|
E1258943
|
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: Development Design Group | Statement: [DDG (Development Design Group), fullName, Development Design Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Development Design Group Context triple: [DDG (Development Design Group), fullName, Development Design Group]
-
A.
DesignGroup, Inc.
DesignGroup, Inc. is an architectural firm recognized for designing major civic and cultural projects, including the Pro Football Hall of Fame.
-
B.
Papyrus Design Group
Papyrus Design Group was a pioneering American video game developer best known for its highly realistic racing simulations, including the acclaimed NASCAR Racing series.
-
C.
Blueprint Group
Blueprint Group is an influential artist management company in the music industry, known for representing high-profile hip-hop and pop acts and co-founded by executive Gee Roberson.
-
D.
ROMA Design Group
ROMA Design Group is an architecture and urban design firm known for creating the Martin Luther King Jr. Memorial in Washington, D.C.
-
E.
DLA Design
DLA Design is an architectural firm known for designing major public venues, including the Manchester Arena in the United Kingdom.
- 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: Development Design Group Triple: [DDG (Development Design Group), fullName, Development Design Group]
Generated description
Development Design Group is an international planning, architecture, and design firm known for creating large-scale mixed-use, retail, and waterfront developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Development Design Group Target entity description: Development Design Group is an international planning, architecture, and design firm known for creating large-scale mixed-use, retail, and waterfront developments.
-
A.
DesignGroup, Inc.
DesignGroup, Inc. is an architectural firm recognized for designing major civic and cultural projects, including the Pro Football Hall of Fame.
-
B.
Papyrus Design Group
Papyrus Design Group was a pioneering American video game developer best known for its highly realistic racing simulations, including the acclaimed NASCAR Racing series.
-
C.
Blueprint Group
Blueprint Group is an influential artist management company in the music industry, known for representing high-profile hip-hop and pop acts and co-founded by executive Gee Roberson.
-
D.
ROMA Design Group
ROMA Design Group is an architecture and urban design firm known for creating the Martin Luther King Jr. Memorial in Washington, D.C.
-
E.
DLA Design
DLA Design is an architectural firm known for designing major public venues, including the Manchester Arena in the United Kingdom.
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42e6b2b1c8190b446ce648ecaad80 |
completed | April 19, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170fd7f7c81908f417fa758e861a2 |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a01722af058819099ed80edbd2f5d0a |
completed | May 11, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0172cfe09081908bb64fc39bd2f46d |
completed | May 11, 2026, 6:10 a.m. |
Created at: April 10, 2026, 5:39 a.m.