Triple

T23190508
Position Surface form Disambiguated ID Type / Status
Subject Hootie Mack E579719 entity
Predicate producer P490 FINISHED
Object BBD Productions
BBD Productions is a music production company associated with the hip-hop group Bell Biv DeVoe, known for producing tracks in the R&B and hip-hop genres.
 E1573740 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: BBD Productions | Statement: [Hootie Mack, producer, BBD Productions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BBD Productions
Context triple: [Hootie Mack, producer, BBD Productions]
  • A. BBS Productions
    BBS Productions was an influential American film production company of the late 1960s and early 1970s known for pioneering New Hollywood cinema with countercultural and character-driven films.
  • B. Bwark Productions
    Bwark Productions is a British television production company best known for creating the hit comedy series "The Inbetweeners."
  • C. Abbolita Productions
    Abbolita Productions is a film production company associated with Kevin Smith’s work, including the comedy-horror movie "Yoga Hosers."
  • D. Kat Buggy Productions
    Kat Buggy Productions is a film and television production company best known for producing the drama series "P-Valley."
  • E. Beyond Productions
    Beyond Productions is an Australian television production company best known for creating and producing the popular science-entertainment series MythBusters.
  • 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: BBD Productions
Triple: [Hootie Mack, producer, BBD Productions]
Generated description
BBD Productions is a music production company associated with the hip-hop group Bell Biv DeVoe, known for producing tracks in the R&B and hip-hop genres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BBD Productions
Target entity description: BBD Productions is a music production company associated with the hip-hop group Bell Biv DeVoe, known for producing tracks in the R&B and hip-hop genres.
  • A. BBS Productions
    BBS Productions was an influential American film production company of the late 1960s and early 1970s known for pioneering New Hollywood cinema with countercultural and character-driven films.
  • B. Bwark Productions
    Bwark Productions is a British television production company best known for creating the hit comedy series "The Inbetweeners."
  • C. Abbolita Productions
    Abbolita Productions is a film production company associated with Kevin Smith’s work, including the comedy-horror movie "Yoga Hosers."
  • D. Kat Buggy Productions
    Kat Buggy Productions is a film and television production company best known for producing the drama series "P-Valley."
  • E. Beyond Productions
    Beyond Productions is an Australian television production company best known for creating and producing the popular science-entertainment series MythBusters.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fd65e008190a724619a107d7bd1 completed April 29, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30b89b84819090fe87693eedfa93 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c336753ac819085038351f38039d8 completed May 19, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0c341aead08190955638f4ce8c1c32 completed May 19, 2026, 9:57 a.m.
Created at: April 17, 2026, 4:05 p.m.