Triple
T2492309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peril |
E52070
|
entity |
| Predicate | focusesOnPeriod |
P106
|
FINISHED |
| Object |
2020–2021 United States presidential transition
The 2020–2021 United States presidential transition was the contentious and historically fraught handover of power from Donald Trump to Joe Biden, marked by widespread election denial, legal challenges, and the January 6 Capitol attack.
|
E273434
|
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: 2020–2021 United States presidential transition | Statement: [Peril, focusesOnPeriod, 2020–2021 United States presidential transition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2020–2021 United States presidential transition Context triple: [Peril, focusesOnPeriod, 2020–2021 United States presidential transition]
-
A.
Trump presidential transition
The Trump presidential transition was the formal process in late 2016 and early 2017 of preparing and organizing Donald J. Trump’s incoming administration before he assumed the U.S. presidency.
-
B.
Biden administration
The Biden administration is the U.S. presidential administration led by President Joe Biden, beginning in January 2021 and characterized by initiatives on COVID-19 relief, infrastructure, climate policy, and economic recovery.
-
C.
2020 United States presidential election
The 2020 United States presidential election was a highly contentious national vote in which Democratic nominee Joe Biden defeated incumbent President Donald Trump amid record turnout and extensive mail-in voting.
-
D.
2024 United States presidential election
The 2024 United States presidential election is the scheduled contest in which American voters will choose the next U.S. president and vice president, shaping the country’s political direction for the subsequent four years.
-
E.
2016 United States presidential election
The 2016 United States presidential election was a highly contentious race in which Republican nominee Donald Trump defeated Democratic nominee Hillary Clinton, reshaping American politics and global perceptions of the U.S. political system.
- 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: 2020–2021 United States presidential transition Triple: [Peril, focusesOnPeriod, 2020–2021 United States presidential transition]
Generated description
The 2020–2021 United States presidential transition was the contentious and historically fraught handover of power from Donald Trump to Joe Biden, marked by widespread election denial, legal challenges, and the January 6 Capitol attack.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2020–2021 United States presidential transition Target entity description: The 2020–2021 United States presidential transition was the contentious and historically fraught handover of power from Donald Trump to Joe Biden, marked by widespread election denial, legal challenges, and the January 6 Capitol attack.
-
A.
Trump presidential transition
The Trump presidential transition was the formal process in late 2016 and early 2017 of preparing and organizing Donald J. Trump’s incoming administration before he assumed the U.S. presidency.
-
B.
Biden administration
The Biden administration is the U.S. presidential administration led by President Joe Biden, beginning in January 2021 and characterized by initiatives on COVID-19 relief, infrastructure, climate policy, and economic recovery.
-
C.
2020 United States presidential election
The 2020 United States presidential election was a highly contentious national vote in which Democratic nominee Joe Biden defeated incumbent President Donald Trump amid record turnout and extensive mail-in voting.
-
D.
2024 United States presidential election
The 2024 United States presidential election is the scheduled contest in which American voters will choose the next U.S. president and vice president, shaping the country’s political direction for the subsequent four years.
-
E.
2016 United States presidential election
The 2016 United States presidential election was a highly contentious race in which Republican nominee Donald Trump defeated Democratic nominee Hillary Clinton, reshaping American politics and global perceptions of the U.S. political system.
- 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1914ca48190ab0a6cc5f1bd2f56 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1f93a29081908de1107bf0f96647 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af213dd1dc8190ae05fd58b9a4487b |
completed | March 9, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af220603308190904e2e28ecb3ad09 |
completed | March 9, 2026, 7:39 p.m. |
Created at: March 6, 2026, 9:45 p.m.