Triple

T52920
Position Surface form Disambiguated ID Type / Status
Subject Darkness and Light E1039 entity
Predicate hasTrack P3284 FINISHED
Object I Know Better
"I Know Better" is a song featured on the album "Darkness and Light."
 E20524 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 Know Better | Statement: [Darkness and Light, hasTrack, I Know Better]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Know Better
Context triple: [Darkness and Light, hasTrack, I Know Better]
  • A. How Will I Know
    "How Will I Know" is a 1985 upbeat pop and dance song by Whitney Houston that became one of her signature hits and helped establish her as a major international star.
  • B. She Don’t Have to Know
    "She Don’t Have to Know" is an R&B song by John Legend from his debut studio album "Get Lifted," known for its soulful vocals and themes of secret romance.
  • C. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • D. So High
    "So High" is an R&B/soul song by John Legend from his debut album "Get Lifted."
  • E. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • 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 Know Better
Triple: [Darkness and Light, hasTrack, I Know Better]
Generated description
"I Know Better" is a song featured on the album "Darkness and Light."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Know Better
Target entity description: "I Know Better" is a song featured on the album "Darkness and Light."
  • A. How Will I Know
    "How Will I Know" is a 1985 upbeat pop and dance song by Whitney Houston that became one of her signature hits and helped establish her as a major international star.
  • B. She Don’t Have to Know
    "She Don’t Have to Know" is an R&B song by John Legend from his debut studio album "Get Lifted," known for its soulful vocals and themes of secret romance.
  • C. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • D. So High
    "So High" is an R&B/soul song by John Legend from his debut album "Get Lifted."
  • E. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • 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_69a2480baefc81909951b14058479aa2 completed Feb. 28, 2026, 1:42 a.m.
NER Named-entity recognition batch_69a24ec4d84c81908d85a1e941dbcd19 completed Feb. 28, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2db4f527c819094ab6b1705358022 completed Feb. 28, 2026, 12:10 p.m.
NEDg Description generation batch_69a2dbe74360819088144588457c40f6 completed Feb. 28, 2026, 12:13 p.m.
NED2 Entity disambiguation (via description) batch_69a2dca71f0c819091bffb34a2dc0b90 completed Feb. 28, 2026, 12:16 p.m.
Created at: Feb. 28, 2026, 1:47 a.m.