Triple
T520212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Trump |
E10797
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Fred Trump Jr.
Fred Trump Jr. was the older brother of former U.S. President Donald Trump, whose struggles with alcoholism and early death had a profound influence on his family.
|
E69186
|
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: Fred Trump Jr. | Statement: [Fred Trump, child, Fred Trump Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Trump Jr. Context triple: [Fred Trump, child, Fred Trump Jr.]
-
A.
Eric Trump
Eric Trump is an American businessman and executive vice president of the Trump Organization, known as one of former U.S. President Donald Trump’s sons and a prominent figure in his political and business orbit.
-
B.
Fred Trump
Fred Trump was an American real estate developer who built a large portfolio of middle-income housing in New York City and was a prominent figure in the city's mid-20th-century real estate industry.
-
C.
Donald John Trump III
Donald John Trump III is the grandson of former U.S. President Donald Trump and the son of businessman Donald Trump Jr.
-
D.
Spencer Frederick Trump
Spencer Frederick Trump is a member of the Trump family and a grandson of former U.S. President Donald Trump.
-
E.
Donald Trump Jr.
Donald Trump Jr. is an American businessman, author, and political activist known for his prominent role in his father Donald Trump’s business empire and political campaigns.
- 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: Fred Trump Jr. Triple: [Fred Trump, child, Fred Trump Jr.]
Generated description
Fred Trump Jr. was the older brother of former U.S. President Donald Trump, whose struggles with alcoholism and early death had a profound influence on his family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fred Trump Jr. Target entity description: Fred Trump Jr. was the older brother of former U.S. President Donald Trump, whose struggles with alcoholism and early death had a profound influence on his family.
-
A.
Eric Trump
Eric Trump is an American businessman and executive vice president of the Trump Organization, known as one of former U.S. President Donald Trump’s sons and a prominent figure in his political and business orbit.
-
B.
Fred Trump
Fred Trump was an American real estate developer who built a large portfolio of middle-income housing in New York City and was a prominent figure in the city's mid-20th-century real estate industry.
-
C.
Donald John Trump III
Donald John Trump III is the grandson of former U.S. President Donald Trump and the son of businessman Donald Trump Jr.
-
D.
Spencer Frederick Trump
Spencer Frederick Trump is a member of the Trump family and a grandson of former U.S. President Donald Trump.
-
E.
Donald Trump Jr.
Donald Trump Jr. is an American businessman, author, and political activist known for his prominent role in his father Donald Trump’s business empire and political campaigns.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1a00a6c8190a62dc7c901c2f2ff |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f1e5908190850594ccb37f364a |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e45cc06c8190901ab3d5182be133 |
completed | March 2, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e4b1ea148190a160dc43727a281a |
completed | March 2, 2026, 1:15 a.m. |
Created at: Feb. 28, 2026, 1:12 p.m.