Triple

T12772663
Position Surface form Disambiguated ID Type / Status
Subject Lykke Li E305284 entity
Predicate album P1995 FINISHED
Object I Never Learn
I Never Learn is a melancholic, emotionally raw indie pop album by Swedish singer-songwriter Lykke Li, known for its sparse production and themes of heartbreak and loss.
E1003010 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: I Never Learn | Statement: [Lykke Li, album, I Never Learn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I Never Learn
Context triple: [Lykke Li, album, I Never Learn]
  • A. I Never Knew
    "I Never Knew" is a pop song by the American teen boy band Dream Street, featured on their early-2000s releases aimed at a young pop audience.
  • B. You'll Never Never Know
    "You'll Never Never Know" is a 1956 doo-wop ballad by The Platters that became one of their popular early hits.
  • C. What I've Learned
    "What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
  • D. You’ll Never Know
    "You’ll Never Know" is a classic 1943 popular song, widely recognized as a romantic wartime ballad and an Academy Award–winning standard.
  • E. I Ain’t Never
    "I Ain’t Never" is a popular country song co-written and recorded by Mel Tillis that became one of his signature hits.
  • 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: I Never Learn
Triple: [Lykke Li, album, I Never Learn]
Generated description
I Never Learn is a melancholic, emotionally raw indie pop album by Swedish singer-songwriter Lykke Li, known for its sparse production and themes of heartbreak and loss.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I Never Learn
Target entity description: I Never Learn is a melancholic, emotionally raw indie pop album by Swedish singer-songwriter Lykke Li, known for its sparse production and themes of heartbreak and loss.
  • A. I Never Knew
    "I Never Knew" is a pop song by the American teen boy band Dream Street, featured on their early-2000s releases aimed at a young pop audience.
  • B. You'll Never Never Know
    "You'll Never Never Know" is a 1956 doo-wop ballad by The Platters that became one of their popular early hits.
  • C. What I've Learned
    "What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
  • D. You’ll Never Know
    "You’ll Never Know" is a classic 1943 popular song, widely recognized as a romantic wartime ballad and an Academy Award–winning standard.
  • E. I Ain’t Never
    "I Ain’t Never" is a popular country song co-written and recorded by Mel Tillis that became one of his signature hits.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df5b68481908a5d40516b09be52 completed April 10, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684fcd4b48190ab610efffcbd1546 completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f689e108cc819097bacb28f6bd9a9b completed May 2, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69f68adcfabc8190a85624e2f1b0bafb completed May 2, 2026, 11:38 p.m.
Created at: April 9, 2026, 5:28 p.m.