Triple
T1589822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herbert Hoover administration |
E34152
|
entity |
| Predicate | cabinetMember |
P7820
|
FINISHED |
| Object |
James J. Davis
James J. Davis was a Welsh-born American labor leader and politician who served as U.S. Secretary of Labor in the early 20th century before becoming a long-time U.S. Senator from Pennsylvania.
|
E227467
|
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 J. Davis | Statement: [Herbert Hoover administration, cabinetMember, James J. Davis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James J. Davis Context triple: [Herbert Hoover administration, cabinetMember, James J. Davis]
-
A.
George P. Davis
George P. Davis was the taxpayer whose challenge to the Social Security Act’s payroll tax provisions led to the landmark 1937 U.S. Supreme Court case Helvering v. Davis.
-
B.
Nathaniel P. Davis
Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
-
C.
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.
-
D.
Julian C. Smith
Julian C. Smith was a United States Marine Corps lieutenant general best known for leading the 2nd Marine Division in the Pacific Theater during World War II.
-
E.
Sam J. Jones
Sam J. Jones is an American actor best known for starring as the title character in the 1980 science fiction film "Flash Gordon."
- 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 J. Davis Triple: [Herbert Hoover administration, cabinetMember, James J. Davis]
Generated description
James J. Davis was a Welsh-born American labor leader and politician who served as U.S. Secretary of Labor in the early 20th century before becoming a long-time U.S. Senator from Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James J. Davis Target entity description: James J. Davis was a Welsh-born American labor leader and politician who served as U.S. Secretary of Labor in the early 20th century before becoming a long-time U.S. Senator from Pennsylvania.
-
A.
George P. Davis
George P. Davis was the taxpayer whose challenge to the Social Security Act’s payroll tax provisions led to the landmark 1937 U.S. Supreme Court case Helvering v. Davis.
-
B.
Nathaniel P. Davis
Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
-
C.
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.
-
D.
Julian C. Smith
Julian C. Smith was a United States Marine Corps lieutenant general best known for leading the 2nd Marine Division in the Pacific Theater during World War II.
-
E.
Sam J. Jones
Sam J. Jones is an American actor best known for starring as the title character in the 1980 science fiction film "Flash Gordon."
- 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_69a885fceb2c8190b47e0f7c0aefbff0 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9090e251c81909ebb21a6b6262303 |
completed | March 5, 2026, 4:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1fb8b14c8190abbcc24f17fa8243 |
completed | March 9, 2026, 1:17 a.m. |
| NEDg | Description generation | batch_69ae204fe6148190915219beb27128bc |
completed | March 9, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae20d09c748190aebbfb88f0eedbaa |
completed | March 9, 2026, 1:22 a.m. |
Created at: March 4, 2026, 7:27 p.m.