Triple
T8055934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melania Knauss |
E187998
|
entity |
| Predicate | marriageToDonaldTrump |
P14727
|
FINISHED |
| Object | took place in Palm Beach, Florida |
E14791
|
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: took place in Palm Beach, Florida | Statement: [Melania Knauss, marriageToDonaldTrump, took place in Palm Beach, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: took place in Palm Beach, Florida Context triple: [Melania Knauss, marriageToDonaldTrump, took place in Palm Beach, Florida]
-
A.
Palm Beach, Florida, United States
chosen
Palm Beach, Florida, United States is a wealthy coastal town known for its luxury estates, exclusive social scene, and status as the location of Donald Trump’s Mar-a-Lago resort.
-
B.
West Palm Beach, Florida, United States
West Palm Beach is a coastal city in South Florida known for its waterfront downtown, cultural attractions, and role as a major urban center of Palm Beach County.
-
C.
Palm Beach Gardens, Florida, United States
Palm Beach Gardens is a city in Palm Beach County, Florida, known for its affluent residential communities, golf courses, and role as a regional commercial and corporate hub.
-
D.
Palm Island, Miami Beach, Florida, United States
Palm Island in Miami Beach, Florida, is an exclusive man-made residential island best known historically as the place where notorious gangster Al Capone spent his final years and died.
-
E.
Palm Harbor, Florida, United States
Palm Harbor, Florida, United States is an unincorporated coastal community in Pinellas County known for its suburban residential character, proximity to the Gulf of Mexico, and role as part of the Tampa Bay metropolitan area.
- 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: marriageToDonaldTrump Context triple: [Melania Knauss, marriageToDonaldTrump, took place in Palm Beach, Florida]
-
A.
marriedToUSPresident
chosen
Indicates being legally married to an individual who holds or has held the office of President of the United States.
-
B.
endTime (marriage to Donald Trump)
Indicates the date and time at which the marriage to Donald Trump legally or formally concluded.
-
C.
marriedBy
Indicates that one entity is the officiant or authority who performs and formalizes the marriage of another entity.
-
D.
marriageToIvanaTrumpCharacterization
Indicates a characterization or evaluative description of the subject’s marriage to Ivana Trump.
-
E.
marries
Indicates that one entity enters into a legally or socially recognized marital union with another entity.
- 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_69ca82b2f68881908c50560697e210da |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3fa16804819094926ff2ff053c80 |
completed | March 31, 2026, 3:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc5725c5308190b2eb565902124b10 |
completed | March 31, 2026, 11:22 p.m. |
| PD | Predicate disambiguation | batch_69cb049a1b9c8190811c396421ebf9c9 |
completed | March 30, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:25 p.m.