Triple

T5783157
Position Surface form Disambiguated ID Type / Status
Subject Demi Lovato E128208 entity
Predicate notableWork P4 FINISHED
Object Dancing with the Devil
Dancing with the Devil is a deeply personal song and documentary project by Demi Lovato that explores her struggles with addiction, trauma, and recovery.
E546781 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: Dancing with the Devil | Statement: [Demi Lovato, notableWork, Dancing with the Devil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dancing with the Devil
Context triple: [Demi Lovato, notableWork, Dancing with the Devil]
  • A. Touch the Devil
    Touch the Devil is a Cold War-era thriller novel by Jack Higgins featuring espionage, terrorism, and high-stakes covert operations.
  • B. Shout at the Devil
    Shout at the Devil is an adventure novel by Wilbur Smith set in German East Africa during World War I, blending high-stakes action with historical drama.
  • C. Who The Devil Made It
    "Who The Devil Made It" is a book by filmmaker and critic Peter Bogdanovich that collects in-depth interviews with classic Hollywood directors, exploring their careers and the art of filmmaking.
  • D. Devil Without a Cause
    Devil Without a Cause is Kid Rock’s breakthrough 1998 studio album that fused rap, rock, and country elements and propelled him to mainstream fame.
  • E. Drink with the Devil
    Drink with the Devil is a thriller novel by Jack Higgins that follows covert operatives entangled in a deadly plot involving stolen IRA funds and international intrigue.
  • 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: Dancing with the Devil
Triple: [Demi Lovato, notableWork, Dancing with the Devil]
Generated description
Dancing with the Devil is a deeply personal song and documentary project by Demi Lovato that explores her struggles with addiction, trauma, and recovery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dancing with the Devil
Target entity description: Dancing with the Devil is a deeply personal song and documentary project by Demi Lovato that explores her struggles with addiction, trauma, and recovery.
  • A. Touch the Devil
    Touch the Devil is a Cold War-era thriller novel by Jack Higgins featuring espionage, terrorism, and high-stakes covert operations.
  • B. Shout at the Devil
    Shout at the Devil is an adventure novel by Wilbur Smith set in German East Africa during World War I, blending high-stakes action with historical drama.
  • C. Who The Devil Made It
    "Who The Devil Made It" is a book by filmmaker and critic Peter Bogdanovich that collects in-depth interviews with classic Hollywood directors, exploring their careers and the art of filmmaking.
  • D. Devil Without a Cause
    Devil Without a Cause is Kid Rock’s breakthrough 1998 studio album that fused rap, rock, and country elements and propelled him to mainstream fame.
  • E. Drink with the Devil
    Drink with the Devil is a thriller novel by Jack Higgins that follows covert operatives entangled in a deadly plot involving stolen IRA funds and international intrigue.
  • 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.