Triple

T12395713
Position Surface form Disambiguated ID Type / Status
Subject I Want You E296109 entity
Predicate producer P490 FINISHED
Object Arthur "T-Boy" Ross
Arthur "T-Boy" Ross was an American songwriter and producer, best known for co-writing several hits for Motown artists, including songs for his sister Diana Ross and Marvin Gaye.
 E982895 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: Arthur "T-Boy" Ross | Statement: [I Want You, producer, Arthur "T-Boy" Ross]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur "T-Boy" Ross
Context triple: [I Want You, producer, Arthur "T-Boy" Ross]
  • A. Ray Aibelli
    Ray Aibelli is a fictional character portrayed by actor Jeremy Davies, likely in a film or television production.
  • B. Lewis Robinson
    Lewis Robinson is the child of Jason Robinson.
  • C. Robby Takac
    Robby Takac is an American bassist, vocalist, and co-founder of the rock band Goo Goo Dolls.
  • D. Bobby Morrow
    Bobby Morrow was an American sprinter and three-time Olympic gold medalist renowned for dominating the 100m and 200m events in the mid-1950s.
  • E. Daniel Ross
    Daniel Ross is an American voice actor best known for portraying iconic animated characters, including voicing Donald Duck in various Disney productions.
  • 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: Arthur "T-Boy" Ross
Triple: [I Want You, producer, Arthur "T-Boy" Ross]
Generated description
Arthur "T-Boy" Ross was an American songwriter and producer, best known for co-writing several hits for Motown artists, including songs for his sister Diana Ross and Marvin Gaye.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arthur "T-Boy" Ross
Target entity description: Arthur "T-Boy" Ross was an American songwriter and producer, best known for co-writing several hits for Motown artists, including songs for his sister Diana Ross and Marvin Gaye.
  • A. Ray Aibelli
    Ray Aibelli is a fictional character portrayed by actor Jeremy Davies, likely in a film or television production.
  • B. Lewis Robinson
    Lewis Robinson is the child of Jason Robinson.
  • C. Robby Takac
    Robby Takac is an American bassist, vocalist, and co-founder of the rock band Goo Goo Dolls.
  • D. Bobby Morrow
    Bobby Morrow was an American sprinter and three-time Olympic gold medalist renowned for dominating the 100m and 200m events in the mid-1950s.
  • E. Daniel Ross
    Daniel Ross is an American voice actor best known for portraying iconic animated characters, including voicing Donald Duck in various Disney productions.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd33f048190b205fd21dc513f6a completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6347e27b4819085494babfe180488 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f63674aa3c81908ba82a9d246b3b3a completed May 2, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69f63a9b32fc8190ab98492ff91d2a66 completed May 2, 2026, 5:55 p.m.
Created at: April 8, 2026, 9:54 p.m.