Triple
T3570563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elizabeth Warren |
E75558
|
entity |
| Predicate | reElectedIn |
P1240
|
FINISHED |
| Object |
2018 United States Senate election in Massachusetts
The 2018 United States Senate election in Massachusetts was a statewide contest in which Democratic incumbent Elizabeth Warren won a second term to the U.S. Senate against Republican challenger Geoff Diehl and independent candidate Shiva Ayyadurai.
|
E369979
|
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: 2018 United States Senate election in Massachusetts | Statement: [Elizabeth Warren, reElectedIn, 2018 United States Senate election in Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2018 United States Senate election in Massachusetts Context triple: [Elizabeth Warren, reElectedIn, 2018 United States Senate election in Massachusetts]
-
A.
2018 Massachusetts gubernatorial election
The 2018 Massachusetts gubernatorial election was the statewide contest in which voters chose the governor and lieutenant governor of Massachusetts for the 2019–2023 term.
-
B.
2010 United States Senate special election in Massachusetts
The 2010 United States Senate special election in Massachusetts was a high-profile contest to fill the late Senator Ted Kennedy’s seat, resulting in Republican Scott Brown’s upset victory in a traditionally Democratic stronghold.
-
C.
2018 United States Senate election in Virginia
The 2018 United States Senate election in Virginia was a midterm contest in which incumbent Democratic Senator Tim Kaine successfully won re-election against Republican challenger Corey Stewart.
-
D.
Jeanne Shaheen 2008 U.S. Senate campaign
The Jeanne Shaheen 2008 U.S. Senate campaign was the successful Democratic effort that returned former New Hampshire governor Jeanne Shaheen to elected office by winning a U.S. Senate seat in the 2008 elections.
-
E.
Massachusetts 8th congressional district
Massachusetts's 8th congressional district is a U.S. House district in eastern Massachusetts that includes parts of the Greater Boston area and several nearby cities and suburbs.
- 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: 2018 United States Senate election in Massachusetts Triple: [Elizabeth Warren, reElectedIn, 2018 United States Senate election in Massachusetts]
Generated description
The 2018 United States Senate election in Massachusetts was a statewide contest in which Democratic incumbent Elizabeth Warren won a second term to the U.S. Senate against Republican challenger Geoff Diehl and independent candidate Shiva Ayyadurai.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2018 United States Senate election in Massachusetts Target entity description: The 2018 United States Senate election in Massachusetts was a statewide contest in which Democratic incumbent Elizabeth Warren won a second term to the U.S. Senate against Republican challenger Geoff Diehl and independent candidate Shiva Ayyadurai.
-
A.
2018 Massachusetts gubernatorial election
The 2018 Massachusetts gubernatorial election was the statewide contest in which voters chose the governor and lieutenant governor of Massachusetts for the 2019–2023 term.
-
B.
2010 United States Senate special election in Massachusetts
The 2010 United States Senate special election in Massachusetts was a high-profile contest to fill the late Senator Ted Kennedy’s seat, resulting in Republican Scott Brown’s upset victory in a traditionally Democratic stronghold.
-
C.
2018 United States Senate election in Virginia
The 2018 United States Senate election in Virginia was a midterm contest in which incumbent Democratic Senator Tim Kaine successfully won re-election against Republican challenger Corey Stewart.
-
D.
Jeanne Shaheen 2008 U.S. Senate campaign
The Jeanne Shaheen 2008 U.S. Senate campaign was the successful Democratic effort that returned former New Hampshire governor Jeanne Shaheen to elected office by winning a U.S. Senate seat in the 2008 elections.
-
E.
Massachusetts 8th congressional district
Massachusetts's 8th congressional district is a U.S. House district in eastern Massachusetts that includes parts of the Greater Boston area and several nearby cities and suburbs.
- 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_69ad85d512708190829c8b2d3a2ccfb8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0c32624819097a96b3d62e3d8f0 |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bbbcf2d08190901049948df66f0c |
completed | March 13, 2026, 7:24 a.m. |
| NEDg | Description generation | batch_69b3bca07cac81908253b2b4225f3d67 |
completed | March 13, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f5b2fdcc8190842d2d7bd09c65c4 |
completed | March 13, 2026, 11:32 a.m. |
Created at: March 8, 2026, 3:21 p.m.