Triple
T1031453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope Hicks |
E22260
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Donald J. Trump 2016 presidential campaign |
E17438
|
NE FINISHED |
How this triple was built (2 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 J. Trump 2016 presidential campaign | Statement: [Hope Hicks, employer, Donald J. Trump 2016 presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald J. Trump 2016 presidential campaign Context triple: [Hope Hicks, employer, Donald J. 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.
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.
-
C.
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.
-
D.
Trump
Trump is a prominent American surname most widely associated with businessman and former U.S. President Donald Trump and his family.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a493d848848190aed4011b34b2e8d3 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b810429081908a97014ca740824b |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bbf5a1c819086e1ff529d05f311 |
completed | March 7, 2026, 2:52 p.m. |
Created at: March 1, 2026, 7:41 p.m.