Triple

T5328273
Position Surface form Disambiguated ID Type / Status
Subject G Herbo E123239 entity
Predicate birthName P65 FINISHED
Object Herbert Randall Wright III
Herbert Randall Wright III, better known by his stage name G Herbo, is an American rapper from Chicago recognized for his influential role in the drill music scene.
 E512826 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: Herbert Randall Wright III | Statement: [G Herbo, birthName, Herbert Randall Wright III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herbert Randall Wright III
Context triple: [G Herbo, birthName, Herbert Randall Wright III]
  • A. William H. Wright
    William H. Wright was a United States Navy officer who commanded American forces during the World War II naval engagement known as the Battle of Tassafaronga.
  • B. Arthur E. Bryson Jr.
    Arthur E. Bryson Jr. is a pioneering control theorist and aerospace engineer often regarded as a founder of modern optimal control theory.
  • C. Roy W. Uihlein
    Roy W. Uihlein was an American businessman and entrepreneur best known as a co-founder of the specialty chemicals company Lubrizol.
  • D. Frank Lincoln Wright
    Frank Lincoln Wright is the birth name of Frank Lloyd Wright, the renowned American architect celebrated for his innovative, organic designs such as Fallingwater and the Guggenheim Museum.
  • E. Thomas M. Wright
    Thomas M. Wright is an Australian actor, writer, and director known for his intense character roles in film and television, as well as his work behind the camera on acclaimed independent projects.
  • 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: Herbert Randall Wright III
Triple: [G Herbo, birthName, Herbert Randall Wright III]
Generated description
Herbert Randall Wright III, better known by his stage name G Herbo, is an American rapper from Chicago recognized for his influential role in the drill music scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herbert Randall Wright III
Target entity description: Herbert Randall Wright III, better known by his stage name G Herbo, is an American rapper from Chicago recognized for his influential role in the drill music scene.
  • A. William H. Wright
    William H. Wright was a United States Navy officer who commanded American forces during the World War II naval engagement known as the Battle of Tassafaronga.
  • B. Arthur E. Bryson Jr.
    Arthur E. Bryson Jr. is a pioneering control theorist and aerospace engineer often regarded as a founder of modern optimal control theory.
  • C. Roy W. Uihlein
    Roy W. Uihlein was an American businessman and entrepreneur best known as a co-founder of the specialty chemicals company Lubrizol.
  • D. Frank Lincoln Wright
    Frank Lincoln Wright is the birth name of Frank Lloyd Wright, the renowned American architect celebrated for his innovative, organic designs such as Fallingwater and the Guggenheim Museum.
  • E. Thomas M. Wright
    Thomas M. Wright is an Australian actor, writer, and director known for his intense character roles in film and television, as well as his work behind the camera on acclaimed independent projects.
  • 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_69bd46477f9081909d242a327d749466 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8593bd6c8190b2054e548ddf2458 completed March 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18b00f9c8190b3882f6112546b4a completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf194c53a48190b0895bbe9aa2f6f1 completed March 21, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a198418819089b25102733f9191 completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.