Triple
T4184216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MacArthur Center |
E88270
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
DDG (Development Design Group)
DDG (Development Design Group) is an international architecture and planning firm known for designing large-scale mixed-use, retail, and urban development projects.
|
E418837
|
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: DDG (Development Design Group) | Statement: [MacArthur Center, architect, DDG (Development Design Group)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DDG (Development Design Group) Context triple: [MacArthur Center, architect, DDG (Development Design Group)]
-
A.
Office Group D
Office Group D is a subdivision within the SS Main Economic and Administrative Office responsible for specific administrative and organizational functions in Nazi Germany’s SS structure.
-
B.
DesignGroup, Inc.
DesignGroup, Inc. is an architectural firm recognized for designing major civic and cultural projects, including the Pro Football Hall of Fame.
-
C.
Studio D
Studio D is one of the recording rooms within Capitol Studios, the famed Hollywood recording complex known for hosting major music and audio productions.
-
D.
Boeing Phantom Works
Boeing Phantom Works is the advanced research and development division of Boeing, responsible for designing and prototyping cutting-edge military and aerospace technologies.
-
E.
DDF
DDF is the commonly used abbreviation for the Dicastery for the Doctrine of the Faith, the Vatican department responsible for promoting and safeguarding Catholic doctrine.
- 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: DDG (Development Design Group) Triple: [MacArthur Center, architect, DDG (Development Design Group)]
Generated description
DDG (Development Design Group) is an international architecture and planning firm known for designing large-scale mixed-use, retail, and urban development projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DDG (Development Design Group) Target entity description: DDG (Development Design Group) is an international architecture and planning firm known for designing large-scale mixed-use, retail, and urban development projects.
-
A.
Office Group D
Office Group D is a subdivision within the SS Main Economic and Administrative Office responsible for specific administrative and organizational functions in Nazi Germany’s SS structure.
-
B.
DesignGroup, Inc.
DesignGroup, Inc. is an architectural firm recognized for designing major civic and cultural projects, including the Pro Football Hall of Fame.
-
C.
Studio D
Studio D is one of the recording rooms within Capitol Studios, the famed Hollywood recording complex known for hosting major music and audio productions.
-
D.
Boeing Phantom Works
Boeing Phantom Works is the advanced research and development division of Boeing, responsible for designing and prototyping cutting-edge military and aerospace technologies.
-
E.
DDF
DDF is the commonly used abbreviation for the Dicastery for the Doctrine of the Faith, the Vatican department responsible for promoting and safeguarding Catholic doctrine.
- 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_69aed9477e8c81908bcb862d2db55b1d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0321eee88190871c1d4bf44a5007 |
completed | March 9, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589fe4b508190a1c5a1d426245ede |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58a64e67081909d9c03c8f92b4f7e |
completed | March 14, 2026, 4:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58aeb4f848190aa8d8511c3b63eaa |
completed | March 14, 2026, 4:20 p.m. |
Created at: March 9, 2026, 3:45 p.m.