Triple
T2163143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frost School of Music |
E46845
|
entity |
| Predicate | hasDean |
P4007
|
FINISHED |
| Object |
Shelton G. Berg
Shelton G. Berg is an American jazz pianist, composer, and educator who serves as dean of the University of Miami’s Frost School of Music.
|
E631506
|
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: Shelton G. Berg | Statement: [Frost School of Music, hasDean, Shelton G. Berg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shelton G. Berg Context triple: [Frost School of Music, hasDean, Shelton G. Berg]
-
A.
Charles R. Boling
Charles R. Boling was a prominent supporter and benefactor of the University of Tennessee whose contributions led to the major campus venue Thompson–Boling Arena bearing his name.
-
B.
John F. Sattler
John F. Sattler is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during the Iraq War, including major operations in Fallujah.
-
C.
Harry M. Wegeforth
Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
-
D.
Robert F. Colesberry
Robert F. Colesberry was an American film and television producer and director best known for helping shape the visual style and production of acclaimed series like *The Wire* and *Homicide: Life on the Street*.
-
E.
Charles S. Hamlin
Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
- 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: Shelton G. Berg Triple: [Frost School of Music, hasDean, Shelton G. Berg]
Generated description
Shelton G. Berg is an American jazz pianist, composer, and educator who serves as dean of the University of Miami’s Frost School of Music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shelton G. Berg Target entity description: Shelton G. Berg is an American jazz pianist, composer, and educator who serves as dean of the University of Miami’s Frost School of Music.
-
A.
Charles R. Boling
Charles R. Boling was a prominent supporter and benefactor of the University of Tennessee whose contributions led to the major campus venue Thompson–Boling Arena bearing his name.
-
B.
John F. Sattler
John F. Sattler is a retired U.S. Marine Corps lieutenant general known for his leadership of Marine forces during the Iraq War, including major operations in Fallujah.
-
C.
Harry M. Wegeforth
Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
-
D.
Robert F. Colesberry
Robert F. Colesberry was an American film and television producer and director best known for helping shape the visual style and production of acclaimed series like *The Wire* and *Homicide: Life on the Street*.
-
E.
Charles S. Hamlin
Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
- 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_69c757f5a2f4819081f5bde51e30641a |
completed | March 28, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c75a6b46d481909bbc15d8609bdc38 |
completed | March 28, 2026, 4:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75ae7d1e081909c26a84dea3672a9 |
completed | March 28, 2026, 4:36 a.m. |
Created at: March 4, 2026, 7:45 p.m.