Triple

T20869982
Position Surface form Disambiguated ID Type / Status
Subject Bad Habits E513862 entity
Predicate followedBy P78 FINISHED
Object Shivers
"Shivers" is a 2021 pop single by English singer-songwriter Ed Sheeran, known for its upbeat, danceable production and catchy chorus.
E1454848 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: Shivers | Statement: [Bad Habits, followedBy, Shivers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shivers
Context triple: [Bad Habits, followedBy, Shivers]
  • A. Shivers
    Shivers is a trance music track and album by Dutch DJ and producer Armin van Buuren, widely regarded as one of his signature works in the electronic dance music scene.
  • B. Shiver and Shake
    "Shiver and Shake" is a song by the English rock band The Prisoners, known for their raw, garage-influenced sound in the 1980s mod revival scene.
  • C. Shiver
    "Shiver" is a song by British rock band Coldplay, released as the lead single from their debut album "Parachutes."
  • D. Shiver
    Shiver is a stylish, fan-favorite member of the musical trio Deep Cut in the Splatoon video game series, known for her cool demeanor and distinctive design.
  • E. Shiver
    Shiver is a British horror film directed by Julian Richards, known for its dark, suspenseful exploration of a serial killer’s violent obsessions.
  • 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: Shivers
Triple: [Bad Habits, followedBy, Shivers]
Generated description
"Shivers" is a 2021 pop single by English singer-songwriter Ed Sheeran, known for its upbeat, danceable production and catchy chorus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shivers
Target entity description: "Shivers" is a 2021 pop single by English singer-songwriter Ed Sheeran, known for its upbeat, danceable production and catchy chorus.
  • A. Shivers
    Shivers is a trance music track and album by Dutch DJ and producer Armin van Buuren, widely regarded as one of his signature works in the electronic dance music scene.
  • B. Shiver and Shake
    "Shiver and Shake" is a song by the English rock band The Prisoners, known for their raw, garage-influenced sound in the 1980s mod revival scene.
  • C. Shiver
    "Shiver" is a song by British rock band Coldplay, released as the lead single from their debut album "Parachutes."
  • D. Shiver
    Shiver is a stylish, fan-favorite member of the musical trio Deep Cut in the Splatoon video game series, known for her cool demeanor and distinctive design.
  • E. Shiver
    Shiver is a British horror film directed by Julian Richards, known for its dark, suspenseful exploration of a serial killer’s violent obsessions.
  • 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_69e0b4f675cc8190b4e745225b62eb66 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c4637ec48190830023d20fb8124c completed April 21, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09139a9ef081909585c53823e12ca4 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09144734b0819090901b8e6590222f completed May 17, 2026, 1:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0914a0fb4c8190be5d504ff65dfe32 completed May 17, 2026, 1:06 a.m.
Created at: April 16, 2026, 12:45 p.m.