Triple
T7648579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1994 United States House of Representatives elections |
E173187
|
entity |
| Predicate | RepublicanLeaderSeat |
P77820
|
FINISHED |
| Object |
Georgia's 6th congressional district
Georgia's 6th congressional district is a suburban Atlanta-area U.S. House district historically known as a Republican stronghold and once represented by figures such as Newt Gingrich.
|
E679340
|
NE FINISHED |
How this triple was built (5 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 6th congressional district | Statement: [1994 United States House of Representatives elections, RepublicanLeaderSeat, Georgia's 6th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgia's 6th congressional district Context triple: [1994 United States House of Representatives elections, RepublicanLeaderSeat, Georgia's 6th congressional district]
-
A.
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.
-
B.
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.
-
C.
Georgia’s 2nd congressional district
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.
-
D.
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.
-
E.
Georgia's 4th congressional district
Georgia's 4th congressional district is a U.S. House district in the Atlanta metropolitan area known for its predominantly Democratic electorate and history of electing progressive representatives.
- 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: Georgia's 6th congressional district Triple: [1994 United States House of Representatives elections, RepublicanLeaderSeat, Georgia's 6th congressional district]
Generated description
Georgia's 6th congressional district is a suburban Atlanta-area U.S. House district historically known as a Republican stronghold and once represented by figures such as Newt Gingrich.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georgia's 6th congressional district Target entity description: Georgia's 6th congressional district is a suburban Atlanta-area U.S. House district historically known as a Republican stronghold and once represented by figures such as Newt Gingrich.
-
A.
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.
-
B.
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.
-
C.
Georgia’s 2nd congressional district
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.
-
D.
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.
-
E.
Georgia's 4th congressional district
Georgia's 4th congressional district is a U.S. House district in the Atlanta metropolitan area known for its predominantly Democratic electorate and history of electing progressive representatives.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: RepublicanLeaderSeat Context triple: [1994 United States House of Representatives elections, RepublicanLeaderSeat, Georgia's 6th congressional district]
-
A.
majorityLeaderOfTheHouse
Indicates that the subject serves as the primary elected leader of the majority party in a legislative house, responsible for managing its agenda and floor activities.
-
B.
SpeakerOfTheHouse
Indicates that the subject holds the position of Speaker of the House in a legislative body, presiding over its sessions and proceedings.
-
C.
majorityLeaderOfTheSenate
Indicates that one entity holds the position of majority leader in the Senate, serving as the primary legislative and strategic leader for the majority party in that chamber in relation to the Senate entity.
-
D.
presidentProTempore
Indicates that one entity serves as the president pro tempore, i.e., the temporary or acting presiding officer, of a legislative or deliberative body associated with another entity.
-
E.
nationalLeaderOf
Indicates that one entity serves as the head of state or government for another entity, typically a country or nation.
- F. None of above. chosen
Provenance (7 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_69c6995473348190a4f41d110d619a18 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c6fb134a40819097f9de5f24d1df0f |
completed | March 27, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89ada2a54819098672d45ab56f784 |
completed | March 29, 2026, 3:22 a.m. |
| NEDg | Description generation | batch_69c89b7c27988190b78be7f249bda554 |
completed | March 29, 2026, 3:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c56d9688190bd14badc319f9c44 |
completed | March 29, 2026, 3:28 a.m. |
| PD | Predicate disambiguation | batch_69c6f4e9ef1c81909c8bff716541ac1f |
completed | March 27, 2026, 9:21 p.m. |
| PDg | Predicate description generation | batch_69c6f8195e5c8190835e28d44e19f6ef |
completed | March 27, 2026, 9:35 p.m. |
Created at: March 27, 2026, 3:58 p.m.