Triple

T20152674
Position Surface form Disambiguated ID Type / Status
Subject Split Enz E491473 entity
Predicate notableWork P4 FINISHED
Object History Never Repeats
"History Never Repeats" is a popular new wave rock song by New Zealand band Split Enz, known for its catchy melody and reflective lyrics about learning from past mistakes.
E1415302 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: History Never Repeats | Statement: [Split Enz, notableWork, History Never Repeats]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: History Never Repeats
Context triple: [Split Enz, notableWork, History Never Repeats]
  • A. History Will Teach Us Nothing
    "History Will Teach Us Nothing" is a politically charged song by Sting that critiques humanity’s failure to learn from past atrocities and injustices.
  • B. The Lessons of History
    The Lessons of History is a concise, thematic survey of human civilization by Will and Ariel Durant that distills key patterns and insights from their multi-volume The Story of Civilization.
  • C. Making History
    Making History is a satirical science fiction novel by Stephen Fry that explores an alternate history in which Adolf Hitler was never born.
  • D. Making History
    Making History is an American time-travel comedy television series that follows a group of friends who use a homemade time machine to journey between the present day and the American Revolutionary era.
  • E. The History of History
    The History of History is a short story included in the collection *The First Person and Other Stories* by Ali Smith.
  • 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: History Never Repeats
Triple: [Split Enz, notableWork, History Never Repeats]
Generated description
"History Never Repeats" is a popular new wave rock song by New Zealand band Split Enz, known for its catchy melody and reflective lyrics about learning from past mistakes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: History Never Repeats
Target entity description: "History Never Repeats" is a popular new wave rock song by New Zealand band Split Enz, known for its catchy melody and reflective lyrics about learning from past mistakes.
  • A. History Will Teach Us Nothing
    "History Will Teach Us Nothing" is a politically charged song by Sting that critiques humanity’s failure to learn from past atrocities and injustices.
  • B. The Lessons of History
    The Lessons of History is a concise, thematic survey of human civilization by Will and Ariel Durant that distills key patterns and insights from their multi-volume The Story of Civilization.
  • C. Making History
    Making History is a satirical science fiction novel by Stephen Fry that explores an alternate history in which Adolf Hitler was never born.
  • D. Making History
    Making History is an American time-travel comedy television series that follows a group of friends who use a homemade time machine to journey between the present day and the American Revolutionary era.
  • E. The History of History
    The History of History is a short story included in the collection *The First Person and Other Stories* by Ali Smith.
  • 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_69da6265f8f0819080b29c752a574088 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e667dda9b4819097ff66bb2b50fc21 completed April 20, 2026, 5:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08347176488190a701950ada041d58 completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08357acba08190be9fcedf1ea0f19d completed May 16, 2026, 9:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0836a5cfdc81908806d83acd257acd completed May 16, 2026, 9:19 a.m.
Created at: April 11, 2026, 11:34 p.m.