Triple

T10715877
Position Surface form Disambiguated ID Type / Status
Subject Nobody Wants to Be Lonely E252665 entity
Predicate writer P1360 FINISHED
Object Billy Mann
Billy Mann is an American songwriter and record producer known for his work with major pop artists including co-writing hits like "Nobody Wants to Be Lonely."
E881168 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: Billy Mann | Statement: [Nobody Wants to Be Lonely, writer, Billy Mann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Mann
Context triple: [Nobody Wants to Be Lonely, writer, Billy Mann]
  • A. Gene Morgan
    Gene Morgan was an American film actor active in the early 20th century, known for supporting roles in Hollywood productions including the 1932 drama "Blonde Venus."
  • B. Billy Morris
    Billy Morris is an American rock guitarist best known for his work with the glam metal band Ratt.
  • C. Mel Hunter
    Mel Hunter was an American illustrator and artist best known for his science fiction book and magazine covers in the mid-20th century.
  • D. Billy Kinsley
    Billy Kinsley is an English musician best known as a founding member, vocalist, and bassist of the 1960s Merseybeat band The Merseybeats.
  • E. Billy Cole
    Billy Cole is a menacing human servant and protector of the vampire Jerry Dandrige in the 1985 horror film "Fright Night."
  • 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: Billy Mann
Triple: [Nobody Wants to Be Lonely, writer, Billy Mann]
Generated description
Billy Mann is an American songwriter and record producer known for his work with major pop artists including co-writing hits like "Nobody Wants to Be Lonely."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Mann
Target entity description: Billy Mann is an American songwriter and record producer known for his work with major pop artists including co-writing hits like "Nobody Wants to Be Lonely."
  • A. Gene Morgan
    Gene Morgan was an American film actor active in the early 20th century, known for supporting roles in Hollywood productions including the 1932 drama "Blonde Venus."
  • B. Billy Morris
    Billy Morris is an American rock guitarist best known for his work with the glam metal band Ratt.
  • C. Mel Hunter
    Mel Hunter was an American illustrator and artist best known for his science fiction book and magazine covers in the mid-20th century.
  • D. Billy Kinsley
    Billy Kinsley is an English musician best known as a founding member, vocalist, and bassist of the 1960s Merseybeat band The Merseybeats.
  • E. Billy Cole
    Billy Cole is a menacing human servant and protector of the vampire Jerry Dandrige in the 1985 horror film "Fright Night."
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6ff3320448190899c56b02a7f5ffa completed April 9, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9991f650881908d8db6e44b2c4543 completed April 11, 2026, 12:43 a.m.
NEDg Description generation batch_69d99e86e198819080f71400295a31e7 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69dadccd1d7081908ae53b97d2c2a6cb completed April 11, 2026, 11:44 p.m.
Created at: April 8, 2026, 9:13 p.m.