Triple
T18897874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew W. Marshall |
E462254
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object | James G. Roche |
—
|
NE NERFINISHED |
How this triple was built (3 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 G. Roche | Statement: [Andrew W. Marshall, notableStudent, James G. Roche]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James G. Roche Context triple: [Andrew W. Marshall, notableStudent, James G. Roche]
-
A.
John A. Roche
John A. Roche was an American politician who served as the mayor of Chicago from 1887 to 1889.
-
B.
James G. Lydon
James G. Lydon is an American actor best known for his work in mid-20th-century film and television, including roles in productions such as "Kelly's Heroes."
-
C.
James F. Lynch
James F. Lynch is an American acoustician and oceanographer recognized for his significant contributions to underwater acoustics and ocean acoustic propagation.
-
D.
James F. O'Connor
James F. O'Connor was an American politician and jurist from New York who served as a U.S. Representative in the mid-20th century.
-
E.
James A. Lynch
James A. Lynch was a New York public official who served as the state’s Industrial Commissioner, overseeing labor and industrial relations policy.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James G. Roche Target entity description: James G. Roche is a former U.S. Secretary of the Air Force and retired Navy officer known for his leadership in defense policy and military transformation.
-
A.
John A. Roche
John A. Roche was an American politician who served as the mayor of Chicago from 1887 to 1889.
-
B.
James G. Lydon
James G. Lydon is an American actor best known for his work in mid-20th-century film and television, including roles in productions such as "Kelly's Heroes."
-
C.
James F. Lynch
James F. Lynch is an American acoustician and oceanographer recognized for his significant contributions to underwater acoustics and ocean acoustic propagation.
-
D.
James F. O'Connor
James F. O'Connor was an American politician and jurist from New York who served as a U.S. Representative in the mid-20th century.
-
E.
James A. Lynch
James A. Lynch was a New York public official who served as the state’s Industrial Commissioner, overseeing labor and industrial relations policy.
- F. None of above. chosen
Provenance (2 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_69d8dcfd05bc819088903cca13cc2846 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c52689308190b2e5ca163b1f6cd1 |
completed | April 20, 2026, 6:18 a.m. |
Created at: April 10, 2026, 11:58 a.m.