Triple
T14583162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Outagamie County, Wisconsin |
E342243
|
entity |
| Predicate | congressionalDistrict |
P3909
|
FINISHED |
| Object |
Wisconsin's 8th congressional district
Wisconsin's 8th congressional district is a U.S. House district in northeastern Wisconsin that includes the Green Bay area and surrounding communities.
|
E1109185
|
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: Wisconsin's 8th congressional district | Statement: [Outagamie County, Wisconsin, congressionalDistrict, Wisconsin's 8th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wisconsin's 8th congressional district Context triple: [Outagamie County, Wisconsin, congressionalDistrict, Wisconsin's 8th congressional district]
-
A.
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.
-
B.
Wisconsin's 1st congressional district
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.
-
C.
Wisconsin's 2nd congressional district
Wisconsin's 2nd congressional district is a predominantly Democratic-leaning U.S. House district centered on Madison, encompassing much of south-central Wisconsin.
-
D.
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.
-
E.
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.
- 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: Wisconsin's 8th congressional district Triple: [Outagamie County, Wisconsin, congressionalDistrict, Wisconsin's 8th congressional district]
Generated description
Wisconsin's 8th congressional district is a U.S. House district in northeastern Wisconsin that includes the Green Bay area and surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wisconsin's 8th congressional district Target entity description: Wisconsin's 8th congressional district is a U.S. House district in northeastern Wisconsin that includes the Green Bay area and surrounding communities.
-
A.
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.
-
B.
Wisconsin's 1st congressional district
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.
-
C.
Wisconsin's 2nd congressional district
Wisconsin's 2nd congressional district is a predominantly Democratic-leaning U.S. House district centered on Madison, encompassing much of south-central Wisconsin.
-
D.
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.
-
E.
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.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4209b988190ad2a7b2dead8ffed |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94ba235c81909e0408ccf2be9628 |
completed | May 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69fd9619f33881908e8d95ef09256d34 |
completed | May 8, 2026, 7:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd96e97ec48190aae9b25ce7154802 |
completed | May 8, 2026, 7:55 a.m. |
Created at: April 10, 2026, 1:24 a.m.