Triple

T18820068
Position Surface form Disambiguated ID Type / Status
Subject Visage E460240 entity
Predicate notableWork P4 FINISHED
Object Hearts and Knives
Hearts and Knives is a 2013 studio album by the British new wave band Visage, marking their return after a long hiatus with a blend of synth-pop and electronic sounds.
E1343996 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: Hearts and Knives | Statement: [Visage, notableWork, Hearts and Knives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hearts and Knives
Context triple: [Visage, notableWork, Hearts and Knives]
  • A. Beating of Hearts
    "Beating of Hearts" is a song by the English rock band XTC, featured on their 1983 album *Mummer*.
  • B. The Heart That Bleeds
    The Heart That Bleeds is a nonfiction book by journalist Alma Guillermoprieto that offers vivid, on-the-ground reportage and analysis of political and social upheavals across Latin America.
  • C. The Ink Black Heart
    The Ink Black Heart is a crime mystery novel in the Cormoran Strike series, written under the pseudonym Robert Galbraith by J. K. Rowling.
  • D. Hearts in Exile
    Hearts in Exile is a 1915 American silent drama film starring Clara Kimball Young, noted for its romantic and emotional storyline.
  • E. Harvester of Hearts
    Harvester of Hearts is a song by the American rock band Want One, known for its emotive lyrics and melodic, guitar-driven sound.
  • 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: Hearts and Knives
Triple: [Visage, notableWork, Hearts and Knives]
Generated description
Hearts and Knives is a 2013 studio album by the British new wave band Visage, marking their return after a long hiatus with a blend of synth-pop and electronic sounds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hearts and Knives
Target entity description: Hearts and Knives is a 2013 studio album by the British new wave band Visage, marking their return after a long hiatus with a blend of synth-pop and electronic sounds.
  • A. Beating of Hearts
    "Beating of Hearts" is a song by the English rock band XTC, featured on their 1983 album *Mummer*.
  • B. The Heart That Bleeds
    The Heart That Bleeds is a nonfiction book by journalist Alma Guillermoprieto that offers vivid, on-the-ground reportage and analysis of political and social upheavals across Latin America.
  • C. The Ink Black Heart
    The Ink Black Heart is a crime mystery novel in the Cormoran Strike series, written under the pseudonym Robert Galbraith by J. K. Rowling.
  • D. Hearts in Exile
    Hearts in Exile is a 1915 American silent drama film starring Clara Kimball Young, noted for its romantic and emotional storyline.
  • E. Harvester of Hearts
    Harvester of Hearts is a song by the American rock band Want One, known for its emotive lyrics and melodic, guitar-driven sound.
  • 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a6b9be988190b5e3804c39dc7dd9 completed April 20, 2026, 4:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bca90d481908e1633dc4eef476d completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a055d68aa508190a2d3d4212aed4858 completed May 14, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_6a055e1a22308190bb7f2337fabc5bdf completed May 14, 2026, 5:31 a.m.
Created at: April 10, 2026, 11:55 a.m.