Triple
T7343783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump presidential transition |
E169323
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Obama presidential transition |
E606119
|
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: Obama presidential transition | Statement: [Trump presidential transition, precededBy, Obama presidential transition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Obama presidential transition Context triple: [Trump presidential transition, precededBy, Obama 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.
United States presidential transition 2008–2009
chosen
The United States presidential transition 2008–2009 was the period of transfer of executive power from President George W. Bush to President-elect Barack Obama, marked by preparations for the incoming administration amid major economic and foreign policy challenges.
-
C.
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.
-
D.
Barack Obama presidency
The Barack Obama presidency was the two-term administration of the 44th President of the United States, marked by the Affordable Care Act, the recovery from the Great Recession, and a foreign policy emphasizing multilateralism and the killing of Osama bin Laden.
-
E.
2013 U.S. presidential inauguration of Barack Obama
The 2013 U.S. presidential inauguration of Barack Obama was the public ceremony in Washington, D.C., marking the start of his second term as President of the United States.
- 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_69c68a57710481909f0c1f3c6ebdb6f2 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f0ed78908190a169f094cb3f62f0 |
completed | March 27, 2026, 9:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa8a2a908190886e11a7d8df6c5e |
completed | March 28, 2026, 3:58 p.m. |
Created at: March 27, 2026, 3:04 p.m.