Triple

T22865913
Position Surface form Disambiguated ID Type / Status
Subject Believe in Me E567051 entity
Predicate performer P1363 FINISHED
Object Joie Mastrokalos
Joie Mastrokalos is a vocalist best known for performing the song "Believe in Me."
E1558864 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: Joie Mastrokalos | Statement: [Believe in Me, performer, Joie Mastrokalos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joie Mastrokalos
Context triple: [Believe in Me, performer, Joie Mastrokalos]
  • A. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • B. Loren Molinare
    Loren Molinare is an American rock guitarist best known as a founding member of the Detroit hard rock band Little Caesar.
  • C. Jo Lupo
    Jo Lupo is a tough, highly skilled former U.S. Army Ranger who serves as the no-nonsense deputy sheriff in the quirky, science-driven town of Eureka on the TV series "Eureka."
  • D. Jean Mottola
    Jean Mottola is known primarily as the wife of American jazz and studio guitarist Tony Mottola.
  • E. Caram Costanzo
    Caram Costanzo is a music producer best known for his work on Guns N’ Roses’ long-delayed album "Chinese Democracy."
  • 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: Joie Mastrokalos
Triple: [Believe in Me, performer, Joie Mastrokalos]
Generated description
Joie Mastrokalos is a vocalist best known for performing the song "Believe in Me."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joie Mastrokalos
Target entity description: Joie Mastrokalos is a vocalist best known for performing the song "Believe in Me."
  • A. Lee Pardini
    Lee Pardini is an American keyboardist and composer best known as the longtime keyboard player for the folk-rock band Dawes and for his work as a versatile session musician.
  • B. Loren Molinare
    Loren Molinare is an American rock guitarist best known as a founding member of the Detroit hard rock band Little Caesar.
  • C. Jo Lupo
    Jo Lupo is a tough, highly skilled former U.S. Army Ranger who serves as the no-nonsense deputy sheriff in the quirky, science-driven town of Eureka on the TV series "Eureka."
  • D. Jean Mottola
    Jean Mottola is known primarily as the wife of American jazz and studio guitarist Tony Mottola.
  • E. Caram Costanzo
    Caram Costanzo is a music producer best known for his work on Guns N’ Roses’ long-delayed album "Chinese Democracy."
  • 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_69e24589083081908d5694c4fdc80086 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17f00f21081909b771610549c5757 completed April 29, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae9157f48190acf3d1e4965ed49b completed May 19, 2026, 12:28 a.m.
NEDg Description generation batch_6a0baf96f71c8190b1c0ee09d1fbde19 completed May 19, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb0d8a2f0819084161d3a09cfa1ae completed May 19, 2026, 12:37 a.m.
Created at: April 17, 2026, 3:38 p.m.