Triple
T806152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donald Trump presidential campaigns |
E17438
|
entity |
| Predicate | notableCampaign |
P4656
|
FINISHED |
| Object |
Donald Trump 2020 presidential campaign
The Donald Trump 2020 presidential campaign was the incumbent U.S. president’s bid for re-election, marked by polarizing rhetoric, large rallies, and its central role in the contentious 2020 election against Joe Biden.
|
E17438
|
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: Donald Trump 2020 presidential campaign | Statement: [Donald Trump presidential campaigns, notableCampaign, Donald Trump 2020 presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald Trump 2020 presidential campaign Context triple: [Donald Trump presidential campaigns, notableCampaign, Donald Trump 2020 presidential campaign]
-
A.
Donald Trump presidential campaigns
The Donald Trump presidential campaigns are the series of political efforts led by businessman and television personality Donald Trump to win the U.S. presidency, most notably in the 2016 and 2020 elections.
-
B.
Trump
Trump is a prominent American surname most widely associated with businessman and former U.S. President Donald Trump and his family.
-
C.
Donald Trump
Donald Trump is an American businessman, television personality, and politician who served as the 45th president of the United States from 2017 to 2021.
-
D.
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.
-
E.
Hillary Clinton 2016 presidential campaign
The Hillary Clinton 2016 presidential campaign was the Democratic Party effort led by former Secretary of State Hillary Clinton in an ultimately unsuccessful bid for the U.S. presidency against Republican nominee Donald Trump.
- 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: Donald Trump 2020 presidential campaign Triple: [Donald Trump presidential campaigns, notableCampaign, Donald Trump 2020 presidential campaign]
Generated description
The Donald Trump 2020 presidential campaign was the incumbent U.S. president’s bid for re-election, marked by polarizing rhetoric, large rallies, and its central role in the contentious 2020 election against Joe Biden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donald Trump 2020 presidential campaign Target entity description: The Donald Trump 2020 presidential campaign was the incumbent U.S. president’s bid for re-election, marked by polarizing rhetoric, large rallies, and its central role in the contentious 2020 election against Joe Biden.
-
A.
Donald Trump presidential campaigns
chosen
The Donald Trump presidential campaigns are the series of political efforts led by businessman and television personality Donald Trump to win the U.S. presidency, most notably in the 2016 and 2020 elections.
-
B.
Trump
Trump is a prominent American surname most widely associated with businessman and former U.S. President Donald Trump and his family.
-
C.
Donald Trump
Donald Trump is an American businessman, television personality, and politician who served as the 45th president of the United States from 2017 to 2021.
-
D.
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.
-
E.
Hillary Clinton 2016 presidential campaign
The Hillary Clinton 2016 presidential campaign was the Democratic Party effort led by former Secretary of State Hillary Clinton in an ultimately unsuccessful bid for the U.S. presidency against Republican nominee Donald Trump.
- 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_69a4937ae8a08190b5084a03d532b30e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aac1142881908f6f78bfdb887930 |
completed | March 1, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d83cf448190a2205cd777386833 |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a77fca11a88190ac74840fc6678cc4 |
completed | March 4, 2026, 12:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7805555388190a22fa3000eb2a717 |
completed | March 4, 2026, 12:44 a.m. |
Created at: March 1, 2026, 7:38 p.m.