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.