Triple

T3112667
Position Surface form Disambiguated ID Type / Status
Subject Usher E64985 entity
Predicate notableWork P4 FINISHED
Object Hard II Love
Hard II Love is a 2016 R&B studio album by American singer Usher that explores themes of love, vulnerability, and personal growth.
 E327605 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: Hard II Love | Statement: [Usher, notableWork, Hard II Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hard II Love
Context triple: [Usher, notableWork, Hard II Love]
  • A. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • B. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • C. More Love
    "More Love" is a 1980 soft rock song by American singer Kim Carnes that became one of her early charting hits before her breakthrough with "Bette Davis Eyes."
  • D. This Love
    "This Love" is a 2004 pop-rock hit by Maroon 5, known for its catchy piano-driven melody, soulful vocals, and breakthrough success from their debut album "Songs About Jane."
  • E. Hey Love
    "Hey Love" is a soulful 1966 song by Stevie Wonder, admired for its smooth melody and romantic lyrics and later embraced as a classic in his early Motown catalog.
  • 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: Hard II Love
Triple: [Usher, notableWork, Hard II Love]
Generated description
Hard II Love is a 2016 R&B studio album by American singer Usher that explores themes of love, vulnerability, and personal growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hard II Love
Target entity description: Hard II Love is a 2016 R&B studio album by American singer Usher that explores themes of love, vulnerability, and personal growth.
  • A. Let Love
    Let Love is a 2019 R&B and soul album by American rapper and actor Common that explores themes of spirituality, personal growth, and emotional vulnerability.
  • B. Here’s Love
    "Here’s Love" is a 1963 Broadway musical by Meredith Willson, adapted from the classic film "Miracle on 34th Street."
  • C. More Love
    "More Love" is a 1980 soft rock song by American singer Kim Carnes that became one of her early charting hits before her breakthrough with "Bette Davis Eyes."
  • D. This Love
    "This Love" is a 2004 pop-rock hit by Maroon 5, known for its catchy piano-driven melody, soulful vocals, and breakthrough success from their debut album "Songs About Jane."
  • E. Hey Love
    "Hey Love" is a soulful 1966 song by Stevie Wonder, admired for its smooth melody and romantic lyrics and later embraced as a classic in his early Motown catalog.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada43b0b3c8190a828c9cfcf730ed9 completed March 8, 2026, 4:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20397cbdc8190abdd93b502f9577f completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b204a8c5348190a2cb102b08fd6fa5 completed March 12, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69b205bdf5c881908bc6ef7c3c30df65 completed March 12, 2026, 12:15 a.m.
Created at: March 8, 2026, 3:04 p.m.