Triple

T5193317
Position Surface form Disambiguated ID Type / Status
Subject Disturbing tha Peace E117208 entity
Predicate notableArtist P601 FINISHED
Object Bobby V
Bobby V is an American R&B singer and songwriter known for mid-2000s hits like "Slow Down" and collaborations with artists on the Disturbing tha Peace label.
E502297 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: Bobby V | Statement: [Disturbing tha Peace, notableArtist, Bobby V]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobby V
Context triple: [Disturbing tha Peace, notableArtist, Bobby V]
  • A. Bobby
    Bobby is a common diminutive or nickname for the given name Robert, often used in English-speaking countries.
  • B. Bobby
    "Bobby" is a film directed by Michael Barrett, best known for its portrayal of the events surrounding the assassination of U.S. Senator Robert F. Kennedy.
  • C. Bobby
    "Bobby" is the second studio album by American R&B singer Bobby Brown, released in 1992 and known for its new jack swing sound and hit singles like "Humpin' Around."
  • D. Bobby Walker
    Bobby Walker is the central protagonist of the 2010 drama film "The Company Men," a successful corporate executive whose life is upended when he is laid off during a wave of corporate downsizing.
  • E. Bobby Simone
    Bobby Simone is a fictional New York City detective on the television series "NYPD Blue," known as one of the show's central and most beloved characters.
  • 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: Bobby V
Triple: [Disturbing tha Peace, notableArtist, Bobby V]
Generated description
Bobby V is an American R&B singer and songwriter known for mid-2000s hits like "Slow Down" and collaborations with artists on the Disturbing tha Peace label.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobby V
Target entity description: Bobby V is an American R&B singer and songwriter known for mid-2000s hits like "Slow Down" and collaborations with artists on the Disturbing tha Peace label.
  • A. Bobby
    Bobby is a common diminutive or nickname for the given name Robert, often used in English-speaking countries.
  • B. Bobby
    "Bobby" is a film directed by Michael Barrett, best known for its portrayal of the events surrounding the assassination of U.S. Senator Robert F. Kennedy.
  • C. Bobby
    "Bobby" is the second studio album by American R&B singer Bobby Brown, released in 1992 and known for its new jack swing sound and hit singles like "Humpin' Around."
  • D. Bobby Walker
    Bobby Walker is the central protagonist of the 2010 drama film "The Company Men," a successful corporate executive whose life is upended when he is laid off during a wave of corporate downsizing.
  • E. Bobby Simone
    Bobby Simone is a fictional New York City detective on the television series "NYPD Blue," known as one of the show's central and most beloved characters.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79efd16c8190b0b16278a00baecd completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0943ce48190838aff0cfd12c655 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5fc0c408190b4ad4b77e0045182 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee6b954c08190a353ebcfe829888a completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.