Triple

T2701033
Position Surface form Disambiguated ID Type / Status
Subject Fatman Scoop E59227 entity
Predicate birthName P65 FINISHED
Object Isaac Freeman III
Isaac Freeman III is an American hype man, rapper, and radio personality best known by his stage name Fatman Scoop, recognized for his booming voice and club anthems like "Be Faithful."
 E290751 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: Isaac Freeman III | Statement: [Fatman Scoop, birthName, Isaac Freeman III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isaac Freeman III
Context triple: [Fatman Scoop, birthName, Isaac Freeman III]
  • A. Isaac Ingram
    Isaac Ingram was an organizer involved in the 1938 National Day of Mourning, an early and significant Indigenous protest event in Australia.
  • B. Isaac Johnson
    Isaac Johnson was an early 17th-century English Puritan colonist and financier who played a key role in establishing the Massachusetts Bay Colony in New England.
  • C. Isaac Easty
    Isaac Easty was a 17th-century New England colonist known primarily as the husband of Mary Easty, one of the women executed during the Salem witch trials.
  • D. Ralph Freeman
    Ralph Freeman was a British civil engineer best known for designing major steel bridges in the early 20th century.
  • E. Thornton Freeland
    Thornton Freeland was an American film director active in the 1930s and 1940s, known for his work on Hollywood musicals and comedies.
  • 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: Isaac Freeman III
Triple: [Fatman Scoop, birthName, Isaac Freeman III]
Generated description
Isaac Freeman III is an American hype man, rapper, and radio personality best known by his stage name Fatman Scoop, recognized for his booming voice and club anthems like "Be Faithful."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isaac Freeman III
Target entity description: Isaac Freeman III is an American hype man, rapper, and radio personality best known by his stage name Fatman Scoop, recognized for his booming voice and club anthems like "Be Faithful."
  • A. Isaac Ingram
    Isaac Ingram was an organizer involved in the 1938 National Day of Mourning, an early and significant Indigenous protest event in Australia.
  • B. Isaac Johnson
    Isaac Johnson was an early 17th-century English Puritan colonist and financier who played a key role in establishing the Massachusetts Bay Colony in New England.
  • C. Isaac Easty
    Isaac Easty was a 17th-century New England colonist known primarily as the husband of Mary Easty, one of the women executed during the Salem witch trials.
  • D. Ralph Freeman
    Ralph Freeman was a British civil engineer best known for designing major steel bridges in the early 20th century.
  • E. Thornton Freeland
    Thornton Freeland was an American film director active in the 1930s and 1940s, known for his work on Hollywood musicals and comedies.
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda4c8d34819094f5e4cbc5a4bb9b completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf7446f08190b5e073278725d1f4 completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb01c248c81909af7358da96aa588 completed March 10, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69afb0ae71888190ab0675b7897f1589 completed March 10, 2026, 5:48 a.m.
Created at: March 6, 2026, 9:55 p.m.