Triple
T4082530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John F. Lehman |
E87508
|
entity |
| Predicate | officeContested |
P495
|
FINISHED |
| Object |
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.
|
E411546
|
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: United States Senate election in Pennsylvania, 1994 | Statement: [John F. Lehman, officeContested, United States Senate election in Pennsylvania, 1994]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Senate election in Pennsylvania, 1994 Context triple: [John F. Lehman, officeContested, United States Senate election in Pennsylvania, 1994]
-
A.
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.
-
B.
United States Senate elections
United States Senate elections are regularly scheduled and special contests in which voters in each state choose their representatives to serve in the upper chamber of the U.S. Congress.
-
C.
Pennsylvania's 9th congressional district
Pennsylvania's 9th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist leader Thaddeus Stevens.
-
D.
United States Senate election in Wisconsin
The United States Senate election in Wisconsin is a statewide contest held to choose one of Wisconsin’s two members of the U.S. Senate, often featuring prominent political figures and reflecting the state’s shifting political landscape.
-
E.
2006 United States Senate election in Connecticut
The 2006 United States Senate election in Connecticut was a high-profile race in which incumbent Senator Joe Lieberman, after losing the Democratic primary, successfully won re-election as an independent candidate.
- 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: United States Senate election in Pennsylvania, 1994 Triple: [John F. Lehman, officeContested, United States Senate election in Pennsylvania, 1994]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Senate election in Pennsylvania, 1994 Target entity description: 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.
-
A.
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.
-
B.
United States Senate elections
United States Senate elections are regularly scheduled and special contests in which voters in each state choose their representatives to serve in the upper chamber of the U.S. Congress.
-
C.
Pennsylvania's 9th congressional district
Pennsylvania's 9th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist leader Thaddeus Stevens.
-
D.
United States Senate election in Wisconsin
The United States Senate election in Wisconsin is a statewide contest held to choose one of Wisconsin’s two members of the U.S. Senate, often featuring prominent political figures and reflecting the state’s shifting political landscape.
-
E.
2006 United States Senate election in Connecticut
The 2006 United States Senate election in Connecticut was a high-profile race in which incumbent Senator Joe Lieberman, after losing the Democratic primary, successfully won re-election as an independent candidate.
- 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_69aed9435cf48190ad1da737c962d19d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefc77dab481909bcf197daf2def59 |
completed | March 9, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562c6456081908cca823ebb13936a |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b563b5cc108190bb9684abafa608af |
completed | March 14, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5646606f08190930451ac372154cd |
completed | March 14, 2026, 1:36 p.m. |
Created at: March 9, 2026, 3:39 p.m.