Triple
T19571777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgia's 7th congressional district |
E489734
|
entity |
| Predicate | notableElection |
P4519
|
FINISHED |
| Object |
2022 U.S. House election in Georgia's 7th congressional district
The 2022 U.S. House election in Georgia's 7th congressional district was a congressional race reshaped by redistricting that drew national attention as a competitive contest in the rapidly diversifying Atlanta suburbs.
|
E1385037
|
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: 2022 U.S. House election in Georgia's 7th congressional district | Statement: [Georgia's 7th congressional district, notableElection, 2022 U.S. House election in Georgia's 7th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2022 U.S. House election in Georgia's 7th congressional district Context triple: [Georgia's 7th congressional district, notableElection, 2022 U.S. House election in Georgia's 7th congressional district]
-
A.
2020 U.S. House election in Georgia's 7th congressional district
The 2020 U.S. House election in Georgia's 7th congressional district was a highly competitive suburban Atlanta race that flipped the seat from Republican to Democratic control amid shifting demographics and political realignment.
-
B.
2021 United States Senate special election in Georgia
The 2021 United States Senate special election in Georgia was a high-profile runoff contest that helped determine control of the U.S. Senate and resulted in Democrat Raphael Warnock winning a seat previously held by a Republican.
-
C.
2020 United States Senate special election in Georgia
The 2020 United States Senate special election in Georgia was a high-profile, multi-candidate race to fill a U.S. Senate seat that ultimately went to a January 2021 runoff, playing a pivotal role in determining control of the Senate.
-
D.
Georgia's 7th congressional district
Georgia's 7th congressional district is a U.S. House district in the Atlanta metropolitan area that has undergone significant demographic and political shifts over recent decades.
-
E.
2018 Georgia gubernatorial election
The 2018 Georgia gubernatorial election was a high-profile and closely watched U.S. state governor’s race, widely noted for its razor-thin margin, intense national attention, and the historic candidacy of Democrat Stacey Abrams against Republican Brian Kemp.
- 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: 2022 U.S. House election in Georgia's 7th congressional district Triple: [Georgia's 7th congressional district, notableElection, 2022 U.S. House election in Georgia's 7th congressional district]
Generated description
The 2022 U.S. House election in Georgia's 7th congressional district was a congressional race reshaped by redistricting that drew national attention as a competitive contest in the rapidly diversifying Atlanta suburbs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2022 U.S. House election in Georgia's 7th congressional district Target entity description: The 2022 U.S. House election in Georgia's 7th congressional district was a congressional race reshaped by redistricting that drew national attention as a competitive contest in the rapidly diversifying Atlanta suburbs.
-
A.
2020 U.S. House election in Georgia's 7th congressional district
The 2020 U.S. House election in Georgia's 7th congressional district was a highly competitive suburban Atlanta race that flipped the seat from Republican to Democratic control amid shifting demographics and political realignment.
-
B.
2021 United States Senate special election in Georgia
The 2021 United States Senate special election in Georgia was a high-profile runoff contest that helped determine control of the U.S. Senate and resulted in Democrat Raphael Warnock winning a seat previously held by a Republican.
-
C.
2020 United States Senate special election in Georgia
The 2020 United States Senate special election in Georgia was a high-profile, multi-candidate race to fill a U.S. Senate seat that ultimately went to a January 2021 runoff, playing a pivotal role in determining control of the Senate.
-
D.
Georgia's 7th congressional district
Georgia's 7th congressional district is a U.S. House district in the Atlanta metropolitan area that has undergone significant demographic and political shifts over recent decades.
-
E.
2018 Georgia gubernatorial election
The 2018 Georgia gubernatorial election was a high-profile and closely watched U.S. state governor’s race, widely noted for its razor-thin margin, intense national attention, and the historic candidacy of Democrat Stacey Abrams against Republican Brian Kemp.
- 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_69d8e8dd9374819098e36349b3211663 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6402103208190b80acdfa82b7a9c4 |
completed | April 20, 2026, 3:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a075f0b1ce08190bdaf79f017fea675 |
completed | May 15, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_6a075f8c106481908e6fd7631ae69842 |
completed | May 15, 2026, 6:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a076070784c81908d28306344363c53 |
completed | May 15, 2026, 6:05 p.m. |
Created at: April 10, 2026, 1:42 p.m.