Triple
T19903679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Amash |
E478356
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Vern Ehlers |
—
|
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: Vern Ehlers | Statement: [Justin Amash, precededBy, Vern Ehlers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vern Ehlers Context triple: [Justin Amash, precededBy, Vern Ehlers]
-
A.
Dan Burton
Dan Burton is an American Republican politician who served as a U.S. Representative from Indiana and was known for his strong anti-Castro stance and conservative positions.
-
B.
Bob Ney
Bob Ney is a former U.S. congressman from Ohio best known for his involvement in the Jack Abramoff lobbying scandal, which led to his conviction on corruption charges.
-
C.
Robert Aderholt
Robert Aderholt is a long-serving Republican member of the U.S. House of Representatives from Alabama known for his conservative positions on social and fiscal issues.
-
D.
Fred Upton
Fred Upton is an American Republican politician who served for over three decades as a U.S. Representative from Michigan.
-
E.
Ted Stevens
Ted Stevens was a long-serving Republican U.S. senator from Alaska who became one of the Senate’s most powerful appropriators and influential conservative lawmakers.
- 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: Vern Ehlers Target entity description: Vern Ehlers was a Republican physicist-turned-politician who represented Michigan in the U.S. House of Representatives for nearly two decades.
-
A.
Dan Burton
Dan Burton is an American Republican politician who served as a U.S. Representative from Indiana and was known for his strong anti-Castro stance and conservative positions.
-
B.
Bob Ney
Bob Ney is a former U.S. congressman from Ohio best known for his involvement in the Jack Abramoff lobbying scandal, which led to his conviction on corruption charges.
-
C.
Robert Aderholt
Robert Aderholt is a long-serving Republican member of the U.S. House of Representatives from Alabama known for his conservative positions on social and fiscal issues.
-
D.
Fred Upton
Fred Upton is an American Republican politician who served for over three decades as a U.S. Representative from Michigan.
-
E.
Ted Stevens
Ted Stevens was a long-serving Republican U.S. senator from Alaska who became one of the Senate’s most powerful appropriators and influential conservative lawmakers.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65944c55481909b54a8f9a9c087d6 |
completed | April 20, 2026, 4:50 p.m. |
Created at: April 10, 2026, 1:52 p.m.