Triple
T4440470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MAGA hat |
E95758
|
entity |
| Predicate | associatedWithPoliticalCampaign |
P29268
|
FINISHED |
| Object | Donald Trump 2016 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 2016 presidential campaign | Statement: [MAGA hat, associatedWithPoliticalCampaign, Donald Trump 2016 presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald Trump 2016 presidential campaign Context triple: [MAGA hat, associatedWithPoliticalCampaign, Donald Trump 2016 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.
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.
-
C.
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.
-
D.
Trump
Trump is a prominent American surname most widely associated with businessman and former U.S. President Donald Trump and his family.
-
E.
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.
- 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: associatedWithPoliticalCampaign Context triple: [MAGA hat, associatedWithPoliticalCampaign, Donald Trump 2016 presidential campaign]
-
A.
associatedWithElection
Indicates a relationship where something is connected or related to a specific election, such as being part of its process, context, or outcomes.
-
B.
associatedWithPoliticalModel
Indicates that an entity is connected or linked to a particular political model, framework, or ideology in some relevant way.
-
C.
isLinkedPoliticallyTo
Indicates that there exists a political connection, alliance, or association between the entities, such that their political actions, interests, or affiliations are related or coordinated.
-
D.
associatedWithCandidate
chosen
Indicates that there is a connection or relationship between an entity and a specific candidate, without specifying the nature or strength of that connection.
-
E.
relatedPoliticalProgram
Indicates that one political program is associated with, connected to, or contextually linked with another political program.
- F. None of above.
Provenance (4 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355ac05e081908411089c05fc36bd |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b66b31c9488190bc24f802fff24073 |
completed | March 15, 2026, 8:17 a.m. |
| PD | Predicate disambiguation | batch_69b34f62c180819097ced38da2052207 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:32 p.m.