Triple
T38686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donald Trump |
E765
|
entity |
| Predicate | previousParty |
P1168
|
FINISHED |
| Object | Democratic Party |
E125
|
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: Democratic Party | Statement: [Donald Trump, previousParty, Democratic Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Party Context triple: [Donald Trump, previousParty, Democratic Party]
-
A.
Democratic Party
chosen
The Democratic Party is one of the two major contemporary political parties in the United States, traditionally associated with liberal and progressive policies on social and economic issues.
-
B.
Democratic National Committee
The Democratic National Committee is the central governing and fundraising organization that leads strategy, messaging, and campaign support for the U.S. Democratic Party at the national level.
-
C.
Socialist Party of America
The Socialist Party of America was a prominent early 20th-century U.S. political party that advocated democratic socialism, labor rights, and social welfare reforms, and ran influential presidential candidates such as Eugene V. Debs and Norman Thomas.
-
D.
Reform Party of the United States of America
The Reform Party of the United States of America is a minor centrist political party founded by Ross Perot in the 1990s that has occasionally attracted high-profile figures dissatisfied with the Republican and Democratic parties.
-
E.
Liberal Democrats
The Liberal Democrats are a centrist to centre-left political party in the United Kingdom known for advocating civil liberties, electoral reform, and pro-European policies.
- 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: previousParty Context triple: [Donald Trump, previousParty, Democratic Party]
-
A.
politicalParty
Indicates that an entity is affiliated with, belongs to, or is a member of a specific political party.
-
B.
dominantParty
Indicates that one party in a relationship holds primary control, authority, or influence over the other.
-
C.
formerMemberOf
chosen
Indicates that an entity once belonged to or was affiliated with a group, organization, or body, but is no longer a member.
-
D.
party
Indicates that an entity participates as a side or participant in an event, agreement, or situation.
-
E.
predecessor
Indicates that one entity comes before another in an ordered sequence or succession.
- 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_69a247a8f6c08190bac804906d62ed5a |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a24b4d5bd08190a3a48eb26e67768c |
completed | Feb. 28, 2026, 1:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a302803f50819081a480c33f08b68a |
completed | Feb. 28, 2026, 2:58 p.m. |
| PD | Predicate disambiguation | batch_69a24ab6141881908701106aa97e4735 |
completed | Feb. 28, 2026, 1:53 a.m. |
Created at: Feb. 28, 2026, 1:46 a.m.