Triple
T7231256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Beshear |
E154906
|
entity |
| Predicate | election |
P353
|
FINISHED |
| Object |
2007 Kentucky gubernatorial election
The 2007 Kentucky gubernatorial election was the statewide contest in which Democrat Steve Beshear defeated incumbent Republican Governor Ernie Fletcher to become governor of Kentucky.
|
E593582
|
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: 2007 Kentucky gubernatorial election | Statement: [Steve Beshear, election, 2007 Kentucky gubernatorial election]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2007 Kentucky gubernatorial election Context triple: [Steve Beshear, election, 2007 Kentucky gubernatorial election]
-
A.
Kentucky gubernatorial elections
Kentucky gubernatorial elections are statewide contests held every four years in Kentucky to choose the governor and other top executive officials.
-
B.
Indiana gubernatorial election
The Indiana gubernatorial election is the statewide contest in which voters choose the governor, the chief executive of the U.S. state of Indiana.
-
C.
2006 Pennsylvania gubernatorial election
The 2006 Pennsylvania gubernatorial election was a statewide race in which incumbent Democratic Governor Ed Rendell defeated Republican challenger and former NFL star Lynn Swann.
-
D.
Kentucky's 4th congressional district
Kentucky's 4th congressional district is a predominantly Republican-leaning U.S. House district in northern Kentucky that stretches along the Ohio River and includes a mix of suburban and rural communities.
-
E.
Kentucky's 1st congressional district
Kentucky's 1st congressional district is a largely rural, historically conservative U.S. House district in western and south-central Kentucky that includes cities such as Paducah and Bowling Green.
- 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: 2007 Kentucky gubernatorial election Triple: [Steve Beshear, election, 2007 Kentucky gubernatorial election]
Generated description
The 2007 Kentucky gubernatorial election was the statewide contest in which Democrat Steve Beshear defeated incumbent Republican Governor Ernie Fletcher to become governor of Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2007 Kentucky gubernatorial election Target entity description: The 2007 Kentucky gubernatorial election was the statewide contest in which Democrat Steve Beshear defeated incumbent Republican Governor Ernie Fletcher to become governor of Kentucky.
-
A.
Kentucky gubernatorial elections
chosen
Kentucky gubernatorial elections are statewide contests held every four years in Kentucky to choose the governor and other top executive officials.
-
B.
Indiana gubernatorial election
The Indiana gubernatorial election is the statewide contest in which voters choose the governor, the chief executive of the U.S. state of Indiana.
-
C.
2006 Pennsylvania gubernatorial election
The 2006 Pennsylvania gubernatorial election was a statewide race in which incumbent Democratic Governor Ed Rendell defeated Republican challenger and former NFL star Lynn Swann.
-
D.
Kentucky's 4th congressional district
Kentucky's 4th congressional district is a predominantly Republican-leaning U.S. House district in northern Kentucky that stretches along the Ohio River and includes a mix of suburban and rural communities.
-
E.
Kentucky's 1st congressional district
Kentucky's 1st congressional district is a largely rural, historically conservative U.S. House district in western and south-central Kentucky that includes cities such as Paducah and Bowling Green.
- F. None of above.
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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea0f09648190b285993556f704d5 |
completed | March 27, 2026, 8:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc22a39481909a2f38014260f302 |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7cd95c8c48190aa4c7d086f03bc0f |
completed | March 28, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ce1b5e0081908d8e68fb1c0bfd3e |
completed | March 28, 2026, 12:48 p.m. |
Created at: March 27, 2026, 2:54 p.m.