Triple
T1667370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberal Privilege: Joe Biden and the Democrats' Defense of the Indefensible |
E36042
|
entity |
| Predicate | campaignConnection |
P29722
|
FINISHED |
| Object | Donald Trump 2020 presidential campaign |
E17438
|
NE FINISHED |
How this triple was built (3 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: [Liberal Privilege: Joe Biden and the Democrats' Defense of the Indefensible, campaignConnection, 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: [Liberal Privilege: Joe Biden and the Democrats' Defense of the Indefensible, campaignConnection, Donald Trump 2020 presidential campaign]
-
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.
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.
-
D.
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.
-
E.
Trump administration
The Trump administration was the U.S. federal executive branch under President Donald Trump from 2017 to 2021, marked by populist policies, unconventional political communication, and significant domestic and foreign policy shifts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: campaignConnection Context triple: [Liberal Privilege: Joe Biden and the Democrats' Defense of the Indefensible, campaignConnection, Donald Trump 2020 presidential campaign]
-
A.
campaignMethod
Indicates the method or approach used to conduct or deliver a campaign.
-
B.
campaignManager
Indicates that one entity serves as the manager or coordinator responsible for planning, executing, and overseeing a campaign on behalf of another entity.
-
C.
campaignOrService
Indicates that one entity is a campaign and the other is a service that the campaign promotes, uses, or is associated with.
-
D.
campaignType
Indicates the specific category or kind of campaign an entity is associated with or participates in.
-
E.
campaignCycle
Indicates the specific election or promotional period during which a particular campaign takes place or is valid.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abc0e8d5648190915ff689c7ca42bc |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad683207b08190a86c266aaece4e98 |
completed | March 8, 2026, 12:14 p.m. |
| PD | Predicate disambiguation | batch_69a907d331748190963d4ab1a2741537 |
completed | March 5, 2026, 4:34 a.m. |
| PDg | Predicate description generation | batch_69a9178d84008190a96c1429420fb374 |
completed | March 5, 2026, 5:41 a.m. |
Created at: March 4, 2026, 7:29 p.m.