Triple
T20276254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sanford Bishop |
E503024
|
entity |
| Predicate | represents |
P129
|
FINISHED |
| Object | Georgia's 2nd congressional 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: Georgia's 2nd congressional district | Statement: [Sanford Bishop, represents, Georgia's 2nd congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgia's 2nd congressional district Context triple: [Sanford Bishop, represents, Georgia's 2nd congressional district]
-
A.
Georgia’s 2nd congressional district
chosen
Georgia’s 2nd congressional district is a largely rural, majority-Black U.S. House district in southwestern Georgia that includes cities such as Albany and Columbus and is known as a Democratic stronghold.
-
B.
Georgia's 1st congressional district
Georgia's 1st congressional district is a U.S. House district in southeastern Georgia that includes the coastal region around Savannah and several surrounding counties.
-
C.
Georgia's 5th congressional district
Georgia's 5th congressional district is a predominantly urban, historically Democratic U.S. House district centered on Atlanta, long known for its civil rights legacy and formerly represented by John Lewis.
-
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.
Georgia's 3rd congressional district
Georgia's 3rd congressional district is a U.S. House district in west-central Georgia that includes a mix of suburban and rural communities and is known as a reliably Republican stronghold.
- 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_69e0b4b0e79c8190bd61f22ef1329fa8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e675e3df68819096fb859bc92a0da1 |
completed | April 20, 2026, 6:52 p.m. |
Created at: April 16, 2026, 10:32 a.m.