Triple

T13893490
Position Surface form Disambiguated ID Type / Status
Subject Bedtime Stories E334029 entity
Predicate producer P490 FINISHED
Object Dave "Jam" Hall
Dave "Jam" Hall is an American record producer and songwriter best known for his influential work in 1990s R&B and hip-hop with artists such as Mary J. Blige and Madonna.
 E1067617 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: Dave "Jam" Hall | Statement: [Bedtime Stories, producer, Dave "Jam" Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dave "Jam" Hall
Context triple: [Bedtime Stories, producer, Dave "Jam" Hall]
  • A. Brad Hall
    Brad Hall is an American actor, comedian, writer, and director known for his work on "Saturday Night Live" and for co-creating the sitcom "The Single Guy."
  • B. Dave Jellison
    Dave Jellison is a musician known for his association with the American glam metal band Ratt.
  • C. Darryl Hill
    Darryl Hill is an American rapper best known as Cappadonna, a longtime affiliate and later official member of the Wu-Tang Clan.
  • D. Dan Jinks
    Dan Jinks is an American film and television producer best known for acclaimed movies such as "American Beauty" and "Big Fish."
  • E. Darryl Jones
    Darryl Jones is an American bass guitarist best known for his long-time work with the Rolling Stones and collaborations with artists like Miles Davis and Sting.
  • 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: Dave "Jam" Hall
Triple: [Bedtime Stories, producer, Dave "Jam" Hall]
Generated description
Dave "Jam" Hall is an American record producer and songwriter best known for his influential work in 1990s R&B and hip-hop with artists such as Mary J. Blige and Madonna.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dave "Jam" Hall
Target entity description: Dave "Jam" Hall is an American record producer and songwriter best known for his influential work in 1990s R&B and hip-hop with artists such as Mary J. Blige and Madonna.
  • A. Brad Hall
    Brad Hall is an American actor, comedian, writer, and director known for his work on "Saturday Night Live" and for co-creating the sitcom "The Single Guy."
  • B. Dave Jellison
    Dave Jellison is a musician known for his association with the American glam metal band Ratt.
  • C. Darryl Hill
    Darryl Hill is an American rapper best known as Cappadonna, a longtime affiliate and later official member of the Wu-Tang Clan.
  • D. Dan Jinks
    Dan Jinks is an American film and television producer best known for acclaimed movies such as "American Beauty" and "Big Fish."
  • E. Darryl Jones
    Darryl Jones is an American bass guitarist best known for his long-time work with the Rolling Stones and collaborations with artists like Miles Davis and Sting.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de23a537d4819093c2bae2a244816a completed April 14, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c71ca8a881908ac02687fbfe62fb completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c7e1247481908073c1e282c3619f completed May 3, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7c8f2b5588190b6143d676eb648a0 completed May 3, 2026, 10:15 p.m.
Created at: April 9, 2026, 10:15 p.m.