Triple
T2163100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frost School of Music |
E46845
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Phillip Frost
Phillip Frost is an American billionaire physician, pharmaceutical entrepreneur, and philanthropist known for his major donations to educational and cultural institutions.
|
E239008
|
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: Phillip Frost | Statement: [Frost School of Music, namedAfter, Phillip Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phillip Frost Context triple: [Frost School of Music, namedAfter, Phillip Frost]
-
A.
Ben Vinson III
Ben Vinson III is an American historian and academic leader who serves as the president of Howard University.
-
B.
Armond Hill
Armond Hill is a former American basketball player and coach best known for his standout collegiate career at Princeton University and subsequent role as an NBA guard.
-
C.
Tyrone S. Woods
Tyrone S. Woods was a former U.S. Navy SEAL and CIA security contractor who was killed while defending American personnel during the 2012 Benghazi attack in Libya.
-
D.
Terry Bates
Terry Bates is an American animated television character from the series "American Dad!", known as the flamboyant, party-loving neighbor of Stan Smith.
-
E.
Stephen Robinson
Stephen Robinson is a NASA astronaut and engineer best known for flying on multiple Space Shuttle missions, including the Return to Flight mission after the Columbia disaster.
- 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: Phillip Frost Triple: [Frost School of Music, namedAfter, Phillip Frost]
Generated description
Phillip Frost is an American billionaire physician, pharmaceutical entrepreneur, and philanthropist known for his major donations to educational and cultural institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phillip Frost Target entity description: Phillip Frost is an American billionaire physician, pharmaceutical entrepreneur, and philanthropist known for his major donations to educational and cultural institutions.
-
A.
Ben Vinson III
Ben Vinson III is an American historian and academic leader who serves as the president of Howard University.
-
B.
Armond Hill
Armond Hill is a former American basketball player and coach best known for his standout collegiate career at Princeton University and subsequent role as an NBA guard.
-
C.
Tyrone S. Woods
Tyrone S. Woods was a former U.S. Navy SEAL and CIA security contractor who was killed while defending American personnel during the 2012 Benghazi attack in Libya.
-
D.
Terry Bates
Terry Bates is an American animated television character from the series "American Dad!", known as the flamboyant, party-loving neighbor of Stan Smith.
-
E.
Stephen Robinson
Stephen Robinson is a NASA astronaut and engineer best known for flying on multiple Space Shuttle missions, including the Return to Flight mission after the Columbia disaster.
- 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_69a88a184cbc8190877791f6552c2484 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe8d105c819098371c35c88873dc |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58ee18ac81909f02e2c87000365b |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae597198b88190b0253aa121ed35e1 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a02404c819088acf7c592cb2cae |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 4, 2026, 7:45 p.m.