Triple
T16380945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DLR Group |
E397803
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
James L. Deal
James L. Deal is an American architect and business leader best known for co-founding and helping build DLR Group into a prominent multidisciplinary design firm.
|
E1317936
|
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: James L. Deal | Statement: [DLR Group, founder, James L. Deal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James L. Deal Context triple: [DLR Group, founder, James L. Deal]
-
A.
James L. Wilmeth
James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
-
B.
John Milledge
John Milledge was an American politician and statesman who served as governor of Georgia and a U.S. congressman in the early 19th century.
-
C.
Jon A. McBride
Jon A. McBride is a former NASA astronaut and U.S. Navy captain who piloted the Space Shuttle Challenger on the STS-41-G mission.
-
D.
John Stites
John Stites was a notable individual interred at Louisville, Kentucky’s historic Cave Hill Cemetery, recognized among its distinguished burials.
-
E.
John R. Steelman
John R. Steelman was an American administrator and labor mediator who served as a top aide to President Harry S. Truman and became one of the most influential behind-the-scenes figures in the postwar White House.
- 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: James L. Deal Triple: [DLR Group, founder, James L. Deal]
Generated description
James L. Deal is an American architect and business leader best known for co-founding and helping build DLR Group into a prominent multidisciplinary design firm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James L. Deal Target entity description: James L. Deal is an American architect and business leader best known for co-founding and helping build DLR Group into a prominent multidisciplinary design firm.
-
A.
James L. Wilmeth
James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
-
B.
John Milledge
John Milledge was an American politician and statesman who served as governor of Georgia and a U.S. congressman in the early 19th century.
-
C.
Jon A. McBride
Jon A. McBride is a former NASA astronaut and U.S. Navy captain who piloted the Space Shuttle Challenger on the STS-41-G mission.
-
D.
John Stites
John Stites was a notable individual interred at Louisville, Kentucky’s historic Cave Hill Cemetery, recognized among its distinguished burials.
-
E.
John R. Steelman
John R. Steelman was an American administrator and labor mediator who served as a top aide to President Harry S. Truman and became one of the most influential behind-the-scenes figures in the postwar White House.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319db5b648190a8fca23518a1fb39 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4a715808190919b96b9e85f90d6 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c5a12da88190babe36d475b54994 |
completed | May 13, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c63ec8c48190bad47d423ab2cfe7 |
completed | May 13, 2026, 12:30 a.m. |
Created at: April 10, 2026, 5:08 a.m.