Triple
T23281612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Les Aspin |
E588876
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Lynn E. Stalbaum as Representative for Wisconsin's 1st district |
—
|
NE NERFINISHED |
How this triple was built (2 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: Lynn E. Stalbaum as Representative for Wisconsin's 1st district | Statement: [Les Aspin, precededBy, Lynn E. Stalbaum as Representative for Wisconsin's 1st district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lynn E. Stalbaum as Representative for Wisconsin's 1st district Context triple: [Les Aspin, precededBy, Lynn E. Stalbaum as Representative for Wisconsin's 1st district]
-
A.
Wisconsin's 1st congressional district
chosen
Wisconsin's 1st congressional district is a southeastern Wisconsin U.S. House district that includes cities such as Janesville and Racine and has been a notable Republican stronghold in recent decades.
-
B.
Wisconsin's 5th congressional district
Wisconsin's 5th congressional district is a U.S. House of Representatives district in southeastern Wisconsin that includes many of Milwaukee’s western suburbs and surrounding communities.
-
C.
Wisconsin's 7th congressional district
Wisconsin's 7th congressional district is a large, predominantly rural U.S. House district in northern Wisconsin that includes cities like Wausau and Superior and is known as a Republican-leaning seat.
-
D.
Wisconsin's 4th congressional district
Wisconsin's 4th congressional district is a heavily Democratic, urban U.S. House district centered on Milwaukee in the state of Wisconsin.
-
E.
Wisconsin's 6th congressional district
Wisconsin's 6th congressional district is a U.S. House district in eastern Wisconsin that includes a mix of small cities, suburbs, and rural areas along the shores of Lake Michigan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19643b8908190a2c29552b272dc61 |
completed | April 29, 2026, 5:25 a.m. |
Created at: April 17, 2026, 4:57 p.m.