Triple
T18180350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2022 United States Senate election in Pennsylvania |
E435263
|
entity |
| Predicate | previousElection |
P97
|
FINISHED |
| Object |
2016 United States Senate election in Pennsylvania
The 2016 United States Senate election in Pennsylvania was a high-profile federal race in which Republican incumbent Pat Toomey narrowly defeated Democratic challenger Katie McGinty in a key battleground state contest.
|
E1311877
|
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: 2016 United States Senate election in Pennsylvania | Statement: [2022 United States Senate election in Pennsylvania, previousElection, 2016 United States Senate election in Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2016 United States Senate election in Pennsylvania Context triple: [2022 United States Senate election in Pennsylvania, previousElection, 2016 United States Senate election in Pennsylvania]
-
A.
2022 United States Senate election in Pennsylvania
The 2022 United States Senate election in Pennsylvania was a high-profile midterm race that saw Democrat John Fetterman defeat Republican Mehmet Oz, flipping a key battleground seat and drawing national attention.
-
B.
United States Senate election in Pennsylvania, 1994
The United States Senate election in Pennsylvania in 1994 was a midterm contest in which incumbent Democratic Senator Harris Wofford was defeated by Republican challenger Rick Santorum, shifting the seat to the GOP.
-
C.
1926 United States Senate election in Pennsylvania
The 1926 United States Senate election in Pennsylvania was a statewide contest in which voters chose a U.S. Senator to represent Pennsylvania in the Senate during the late 1920s.
-
D.
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.
-
E.
United States Senate election in Pennsylvania, 1988
The United States Senate election in Pennsylvania, 1988 was a statewide contest to elect a U.S. Senator from Pennsylvania held during the 1988 federal election cycle.
- 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: 2016 United States Senate election in Pennsylvania Triple: [2022 United States Senate election in Pennsylvania, previousElection, 2016 United States Senate election in Pennsylvania]
Generated description
The 2016 United States Senate election in Pennsylvania was a high-profile federal race in which Republican incumbent Pat Toomey narrowly defeated Democratic challenger Katie McGinty in a key battleground state contest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2016 United States Senate election in Pennsylvania Target entity description: The 2016 United States Senate election in Pennsylvania was a high-profile federal race in which Republican incumbent Pat Toomey narrowly defeated Democratic challenger Katie McGinty in a key battleground state contest.
-
A.
2022 United States Senate election in Pennsylvania
The 2022 United States Senate election in Pennsylvania was a high-profile midterm race that saw Democrat John Fetterman defeat Republican Mehmet Oz, flipping a key battleground seat and drawing national attention.
-
B.
United States Senate election in Pennsylvania, 1994
The United States Senate election in Pennsylvania in 1994 was a midterm contest in which incumbent Democratic Senator Harris Wofford was defeated by Republican challenger Rick Santorum, shifting the seat to the GOP.
-
C.
1926 United States Senate election in Pennsylvania
The 1926 United States Senate election in Pennsylvania was a statewide contest in which voters chose a U.S. Senator to represent Pennsylvania in the Senate during the late 1920s.
-
D.
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.
-
E.
United States Senate election in Pennsylvania, 1988
The United States Senate election in Pennsylvania, 1988 was a statewide contest to elect a U.S. Senator from Pennsylvania held during the 1988 federal election cycle.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dffa75a081908dad0dcbd736172d |
completed | April 19, 2026, 2 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0397ff48a081908d0454144a8f5076 |
completed | May 12, 2026, 9:13 p.m. |
| NEDg | Description generation | batch_6a039917de7481909296e06af3a201f5 |
completed | May 12, 2026, 9:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a039976d32c8190a1ea97d4a21b2799 |
completed | May 12, 2026, 9:19 p.m. |
Created at: April 10, 2026, 10:31 a.m.