Triple
T3310582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elizabeth Trump Grau |
E69560
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
James Walter Grau
James Walter Grau is an American television producer and executive known for his work in broadcast media and his marriage to Elizabeth Trump Grau, sister of former U.S. President Donald Trump.
|
E360703
|
NE FINISHED |
How this triple was built (4 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: James Walter Grau | Statement: [Elizabeth Trump Grau, spouse, James Walter Grau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Walter Grau Context triple: [Elizabeth Trump Grau, spouse, James Walter Grau]
-
A.
John Requa
John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
-
B.
Michael Andlauer
Michael Andlauer is a Canadian businessman and sports executive best known as the owner of the NHL’s Ottawa Senators and a longtime figure in professional hockey ownership.
-
C.
Gregory Widen
Gregory Widen is an American screenwriter and director best known for creating the film "Highlander" and writing the screenplay for the firefighter drama "Backdraft."
-
D.
Jack Gariss
Jack Gariss was an American screenwriter best known for his work on major mid-20th-century Hollywood films, including contributing to the script of Cecil B. DeMille’s epic "The Ten Commandments" (1956).
-
E.
John Kiffmeyer
John Kiffmeyer is an American drummer best known for being the original drummer of the punk rock band Green Day during their early years.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: James Walter Grau Triple: [Elizabeth Trump Grau, spouse, James Walter Grau]
Generated description
James Walter Grau is an American television producer and executive known for his work in broadcast media and his marriage to Elizabeth Trump Grau, sister of former U.S. President Donald Trump.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Walter Grau Target entity description: James Walter Grau is an American television producer and executive known for his work in broadcast media and his marriage to Elizabeth Trump Grau, sister of former U.S. President Donald Trump.
-
A.
John Requa
John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
-
B.
Michael Andlauer
Michael Andlauer is a Canadian businessman and sports executive best known as the owner of the NHL’s Ottawa Senators and a longtime figure in professional hockey ownership.
-
C.
Gregory Widen
Gregory Widen is an American screenwriter and director best known for creating the film "Highlander" and writing the screenplay for the firefighter drama "Backdraft."
-
D.
Jack Gariss
Jack Gariss was an American screenwriter best known for his work on major mid-20th-century Hollywood films, including contributing to the script of Cecil B. DeMille’s epic "The Ten Commandments" (1956).
-
E.
John Kiffmeyer
John Kiffmeyer is an American drummer best known for being the original drummer of the punk rock band Green Day during their early years.
- F. None of above. chosen
Provenance (5 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_69ad859f218081909458d2cebbf57565 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0eb6dd08190bab1ce80f417966a |
completed | March 8, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367e9e414819088ec4b05495b86e1 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b36925859081908c0a3ea15029b0ed |
completed | March 13, 2026, 1:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3697bb2108190841ea71a22653bc4 |
completed | March 13, 2026, 1:33 a.m. |
Created at: March 8, 2026, 3:11 p.m.