Triple
T3100418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump Village |
E64701
|
entity |
| Predicate | ownerDeveloper |
P21964
|
FINISHED |
| Object | Fred Trump |
E10797
|
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: Fred Trump | Statement: [Trump Village, ownerDeveloper, Fred Trump]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fred Trump Context triple: [Trump Village, ownerDeveloper, Fred Trump]
-
A.
Fred Trump
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Robert Trump
Robert Trump was an American businessman and real estate executive best known as the younger brother of former U.S. President Donald Trump.
-
E.
Spencer Frederick Trump
Spencer Frederick Trump is a member of the Trump family and a grandson of former U.S. President Donald Trump.
- 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: ownerDeveloper Context triple: [Trump Village, ownerDeveloper, Fred Trump]
-
A.
laterDeveloper
Indicates that one developer’s work, role, or involvement occurs after another developer in time.
-
B.
formerDeveloper
Indicates that an entity previously worked as a developer for another entity but no longer holds that role.
-
C.
majorDeveloper
chosen
Indicates that an entity is a primary or leading developer responsible for creating or significantly contributing to another entity.
-
D.
coDeveloperOf
Indicates that two or more entities jointly developed or collaborated in creating the same project, product, or work.
-
E.
gameDeveloper
Indicates that one entity creates, designs, or develops the other entity, which is a game.
- 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_69ad857dc98481909e585dc3372e3ed5 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada26b03a081909cf187b9a8f805ce |
completed | March 8, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224c4e59c819084a3aa19824c1621 |
completed | March 12, 2026, 2:28 a.m. |
| PD | Predicate disambiguation | batch_69ad9df06ed88190809f0683122caa5a |
completed | March 8, 2026, 4:04 p.m. |
Created at: March 8, 2026, 3:03 p.m.