Triple

T15950767
Position Surface form Disambiguated ID Type / Status
Subject Timothy Christian Riley E386810 entity
Predicate notableWork P4 FINISHED
Object Tony! Toni! Toné! album "Who?"
Tony! Toni! Toné! album "Who?" is a studio album by the R&B group Tony! Toni! Toné!, showcasing their signature blend of soulful vocals, live instrumentation, and New Jack Swing–influenced production.
E1186751 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: Tony! Toni! Toné! album "Who?" | Statement: [Timothy Christian Riley, notableWork, Tony! Toni! Toné! album "Who?"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tony! Toni! Toné! album "Who?"
Context triple: [Timothy Christian Riley, notableWork, Tony! Toni! Toné! album "Who?"]
  • A. album "Tones"
    "Tones" is the 1986 debut studio album by American guitarist Eric Johnson, showcasing his virtuosic electric guitar work and fusion of rock, jazz, and blues influences.
  • B. album "Tonic"
    "Tonic" is a jazz album by renowned American drummer Ed Shaughnessy, showcasing his dynamic big band and swing-influenced style.
  • C. album "Whut? Thee Album"
    "Whut? Thee Album" is the 1992 debut studio album by American rapper Redman, celebrated as a classic of East Coast hip hop for its funk-influenced production and humorous, energetic lyricism.
  • D. album "Who Feels It Knows It"
    "Who Feels It Knows It" is a reggae album by Jamaican singer Rita Marley that showcases her soulful vocals and socially conscious themes.
  • E. the album "Whatcha Lookin' 4"
    "Whatcha Lookin' 4" is a Grammy-winning 1996 gospel album by Kirk Franklin & The Family that blends contemporary R&B, hip hop, and traditional choir arrangements.
  • 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: Tony! Toni! Toné! album "Who?"
Triple: [Timothy Christian Riley, notableWork, Tony! Toni! Toné! album "Who?"]
Generated description
Tony! Toni! Toné! album "Who?" is a studio album by the R&B group Tony! Toni! Toné!, showcasing their signature blend of soulful vocals, live instrumentation, and New Jack Swing–influenced production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tony! Toni! Toné! album "Who?"
Target entity description: Tony! Toni! Toné! album "Who?" is a studio album by the R&B group Tony! Toni! Toné!, showcasing their signature blend of soulful vocals, live instrumentation, and New Jack Swing–influenced production.
  • A. album "Tones"
    "Tones" is the 1986 debut studio album by American guitarist Eric Johnson, showcasing his virtuosic electric guitar work and fusion of rock, jazz, and blues influences.
  • B. album "Tonic"
    "Tonic" is a jazz album by renowned American drummer Ed Shaughnessy, showcasing his dynamic big band and swing-influenced style.
  • C. album "Whut? Thee Album"
    "Whut? Thee Album" is the 1992 debut studio album by American rapper Redman, celebrated as a classic of East Coast hip hop for its funk-influenced production and humorous, energetic lyricism.
  • D. album "Who Feels It Knows It"
    "Who Feels It Knows It" is a reggae album by Jamaican singer Rita Marley that showcases her soulful vocals and socially conscious themes.
  • E. the album "Whatcha Lookin' 4"
    "Whatcha Lookin' 4" is a Grammy-winning 1996 gospel album by Kirk Franklin & The Family that blends contemporary R&B, hip hop, and traditional choir arrangements.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d4c5008190a56ebf8c28f712dc completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe78a76481909622d7a2443cba4d completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf7f96508190a0d9ea3622e1be06 completed May 9, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69ffc00c59f881909c42320f5dcc777b completed May 9, 2026, 11:15 p.m.
Created at: April 10, 2026, 4:53 a.m.