Triple

T14727148
Position Surface form Disambiguated ID Type / Status
Subject Bump, Bump, Bump E345972 entity
Predicate writer P1360 FINISHED
Object Raz-B
Raz-B is a writer known for his work on the animated series "Bump, Bump, Bump."
 E1115237 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: Raz-B | Statement: [Bump, Bump, Bump, writer, Raz-B]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Raz-B
Context triple: [Bump, Bump, Bump, writer, Raz-B]
  • A. RZ
    RZ is the vehicle registration code used on license plates for the district of Lauenburg in the German state of Schleswig-Holstein.
  • B. Razz
    "Razz" is a song by American rock band Kings of Leon from their album *Aha Shake Heartbreak*.
  • C. Razor
    Razor is a lightweight, server-side templating syntax used in ASP.NET to embed C# or VB.NET code within HTML for generating dynamic web pages.
  • D. Razor
    Razor is an alias used by the Master while disguised as a caretaker on a Mondasian colony ship in the Doctor Who episode "World Enough and Time."
  • E. Razov
    Razov is a surname most notably associated with Ante Razov, a former American professional soccer player and prolific Major League Soccer goal scorer.
  • 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: Raz-B
Triple: [Bump, Bump, Bump, writer, Raz-B]
Generated description
Raz-B is a writer known for his work on the animated series "Bump, Bump, Bump."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Raz-B
Target entity description: Raz-B is a writer known for his work on the animated series "Bump, Bump, Bump."
  • A. RZ
    RZ is the vehicle registration code used on license plates for the district of Lauenburg in the German state of Schleswig-Holstein.
  • B. Razz
    "Razz" is a song by American rock band Kings of Leon from their album *Aha Shake Heartbreak*.
  • C. Razor
    Razor is a lightweight, server-side templating syntax used in ASP.NET to embed C# or VB.NET code within HTML for generating dynamic web pages.
  • D. Razor
    Razor is an alias used by the Master while disguised as a caretaker on a Mondasian colony ship in the Doctor Who episode "World Enough and Time."
  • E. Razov
    Razov is a surname most notably associated with Ante Razov, a former American professional soccer player and prolific Major League Soccer goal scorer.
  • 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec26013c8819090512f8b4df9cc87 completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf099eaf48190b89032b6ac769e67 completed May 8, 2026, 2:18 p.m.
NEDg Description generation batch_69fdf20f3f0c81909052226a1fb8f165 completed May 8, 2026, 2:24 p.m.
NED2 Entity disambiguation (via description) batch_69fdf30dab20819085589da4e869fb7e completed May 8, 2026, 2:28 p.m.
Created at: April 10, 2026, 1:29 a.m.