Triple

T23214507
Position Surface form Disambiguated ID Type / Status
Subject Bonnie Tyler E580697 entity
Predicate notableAlbum P4 FINISHED
Object Natural Force
Natural Force is a 1978 pop-rock album by Welsh singer Bonnie Tyler, featuring her signature raspy vocals and including the hit single "It's a Heartache."
 E1575088 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: Natural Force | Statement: [Bonnie Tyler, notableAlbum, Natural Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Natural Force
Context triple: [Bonnie Tyler, notableAlbum, Natural Force]
  • A. Done by the Forces of Nature
    "Done by the Forces of Nature" is a critically acclaimed 1989 hip hop album by the Jungle Brothers known for its Afrocentric themes, eclectic production, and pioneering role in alternative rap.
  • B. Force of Nature
    "Force of Nature" is a song by the American rock band Pearl Jam from their 2009 album *Backspacer*.
  • C. Force of Nature
    "Force of Nature" is a song by the English rock band Oasis, featured on their 2002 album *Heathen Chemistry*.
  • D. Force of Nature
    Force of Nature is the first studio album by American R&B singer Tank, showcasing his smooth vocals and contemporary R&B style.
  • E. Operations of Nature
    "Operations of Nature" is a music release—likely an album or EP—by the artist Locked Up, preceding their later work in the act’s discography.
  • 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: Natural Force
Triple: [Bonnie Tyler, notableAlbum, Natural Force]
Generated description
Natural Force is a 1978 pop-rock album by Welsh singer Bonnie Tyler, featuring her signature raspy vocals and including the hit single "It's a Heartache."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Natural Force
Target entity description: Natural Force is a 1978 pop-rock album by Welsh singer Bonnie Tyler, featuring her signature raspy vocals and including the hit single "It's a Heartache."
  • A. Done by the Forces of Nature
    "Done by the Forces of Nature" is a critically acclaimed 1989 hip hop album by the Jungle Brothers known for its Afrocentric themes, eclectic production, and pioneering role in alternative rap.
  • B. Force of Nature
    "Force of Nature" is a song by the American rock band Pearl Jam from their 2009 album *Backspacer*.
  • C. Force of Nature
    "Force of Nature" is a song by the English rock band Oasis, featured on their 2002 album *Heathen Chemistry*.
  • D. Force of Nature
    Force of Nature is the first studio album by American R&B singer Tank, showcasing his smooth vocals and contemporary R&B style.
  • E. Operations of Nature
    "Operations of Nature" is a music release—likely an album or EP—by the artist Locked Up, preceding their later work in the act’s discography.
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f19163b9b88190a68fa6d08d37bdb7 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30c8a2548190a6f40a9e5c19123d completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c36b18b6081909e911a637a0cb38e completed May 19, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3782bd708190bc2b0f117b9ebe42 completed May 19, 2026, 10:12 a.m.
Created at: April 17, 2026, 4:07 p.m.