Triple

T12934079
Position Surface form Disambiguated ID Type / Status
Subject Hearts on Fire E309458 entity
Predicate songwriter P1141 FINISHED
Object Joe Esposito
Joe Esposito is an American singer-songwriter best known for his powerful 1980s pop and rock ballads featured in popular film soundtracks.
E1010480 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: Joe Esposito | Statement: [Hearts on Fire, songwriter, Joe Esposito]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Esposito
Context triple: [Hearts on Fire, songwriter, Joe Esposito]
  • A. Tony Lo Bianco
    Tony Lo Bianco is an American actor known for his intense character roles in film, television, and theater, including notable performances in crime dramas of the 1970s.
  • B. Frank Lupo
    Frank Lupo was an American television writer and producer best known for co-creating popular 1980s action series such as The A-Team and Hunter.
  • C. Sam Butera
    Sam Butera was an American tenor saxophonist, bandleader, and key member of Louis Prima’s backing band The Witnesses, known for his energetic jump blues and showmanship.
  • D. Tony Anselmo
    Tony Anselmo is an American animator and voice actor best known for providing the official voice of Disney’s Donald Duck.
  • E. Vic Damone
    Vic Damone was an American traditional pop and big band singer and entertainer known for his smooth baritone voice and romantic ballads, particularly popular in the 1940s and 1950s.
  • 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: Joe Esposito
Triple: [Hearts on Fire, songwriter, Joe Esposito]
Generated description
Joe Esposito is an American singer-songwriter best known for his powerful 1980s pop and rock ballads featured in popular film soundtracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joe Esposito
Target entity description: Joe Esposito is an American singer-songwriter best known for his powerful 1980s pop and rock ballads featured in popular film soundtracks.
  • A. Tony Lo Bianco
    Tony Lo Bianco is an American actor known for his intense character roles in film, television, and theater, including notable performances in crime dramas of the 1970s.
  • B. Frank Lupo
    Frank Lupo was an American television writer and producer best known for co-creating popular 1980s action series such as The A-Team and Hunter.
  • C. Sam Butera
    Sam Butera was an American tenor saxophonist, bandleader, and key member of Louis Prima’s backing band The Witnesses, known for his energetic jump blues and showmanship.
  • D. Tony Anselmo
    Tony Anselmo is an American animator and voice actor best known for providing the official voice of Disney’s Donald Duck.
  • E. Vic Damone
    Vic Damone was an American traditional pop and big band singer and entertainer known for his smooth baritone voice and romantic ballads, particularly popular in the 1940s and 1950s.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97dc6517481908637781da240b51f completed April 10, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af6d16388190abc848ac67bf1fb9 completed May 3, 2026, 2:14 a.m.
NEDg Description generation batch_69f6b08df448819080c0a7b0921bcc9f completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b11ced30819090f67a0b1e1369aa completed May 3, 2026, 2:21 a.m.
Created at: April 9, 2026, 5:42 p.m.