Triple

T5783150
Position Surface form Disambiguated ID Type / Status
Subject Demi Lovato E128208 entity
Predicate notableWork P4 FINISHED
Object Heart Attack
"Heart Attack" is a 2013 pop song by American singer Demi Lovato, known for its powerful vocals and themes of emotional vulnerability and fear of falling in love.
E546774 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: Heart Attack | Statement: [Demi Lovato, notableWork, Heart Attack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heart Attack
Context triple: [Demi Lovato, notableWork, Heart Attack]
  • A. Heart Attack
    "Heart Attack" is a funk- and soul-infused track by Raphael Saadiq from his album *Stone Rollin'* that showcases his retro-inspired R&B style.
  • B. Heart
    "Heart" is a 1988 synth-pop single by Pet Shop Boys, known for its catchy melody and chart-topping success in several countries.
  • C. Heart
    Heart is an American rock band, led by sisters Ann and Nancy Wilson, known for blending hard rock and folk influences in hits like "Barracuda" and "Crazy on You."
  • D. Heart
    Heart is a vital muscular organ in humans and many animals that continuously pumps blood through the circulatory system to sustain life.
  • E. Heart
    Heart is a 2021 country music album by American singer-songwriter Eric Church, released as part of his three-part Heart & Soul project.
  • 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: Heart Attack
Triple: [Demi Lovato, notableWork, Heart Attack]
Generated description
"Heart Attack" is a 2013 pop song by American singer Demi Lovato, known for its powerful vocals and themes of emotional vulnerability and fear of falling in love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heart Attack
Target entity description: "Heart Attack" is a 2013 pop song by American singer Demi Lovato, known for its powerful vocals and themes of emotional vulnerability and fear of falling in love.
  • A. Heart Attack
    "Heart Attack" is a funk- and soul-infused track by Raphael Saadiq from his album *Stone Rollin'* that showcases his retro-inspired R&B style.
  • B. Heart
    "Heart" is a 1988 synth-pop single by Pet Shop Boys, known for its catchy melody and chart-topping success in several countries.
  • C. Heart
    Heart is an American rock band, led by sisters Ann and Nancy Wilson, known for blending hard rock and folk influences in hits like "Barracuda" and "Crazy on You."
  • D. Heart
    Heart is a vital muscular organ in humans and many animals that continuously pumps blood through the circulatory system to sustain life.
  • E. Heart
    Heart is a 2021 country music album by American singer-songwriter Eric Church, released as part of his three-part Heart & Soul project.
  • 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_69c0084450048190bc647b649a05136b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a184870819084251554eae1e33c completed March 22, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c098112a1c8190a8aacb208c544959 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c098f32f7081908d9306afc30147a1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c0996fb9148190ae8c09f4816d00b8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:50 p.m.