Triple

T1343035
Position Surface form Disambiguated ID Type / Status
Subject Bobby Bland E28507 entity
Predicate notableWork P4 FINISHED
Object That's the Way Love Is
"That's the Way Love Is" is a soulful blues song popularized by American singer Bobby "Blue" Bland, showcasing his smooth, emotive vocal style.
E154054 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: That's the Way Love Is | Statement: [Bobby Bland, notableWork, That's the Way Love Is]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: That's the Way Love Is
Context triple: [Bobby Bland, notableWork, That's the Way Love Is]
  • A. That’s the Way Love Is
    "That’s the Way Love Is" is an R&B song by American singer Bobby Brown, released during his late-1980s/early-1990s solo career.
  • B. That's the Way Love Goes
    "That's the Way Love Goes" is a 1993 Grammy-winning R&B single by Janet Jackson, known for its smooth, laid-back groove and influential role in shaping 1990s pop and R&B music.
  • C. That’s the Way It Is
    "That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
  • D. My Love Is Your Love
    My Love Is Your Love is a 1998 R&B and pop album by Whitney Houston that marked her successful return to contemporary music with hits like "It's Not Right but It's Okay" and the title track.
  • E. Why I Love You
    "Why I Love You" is a song by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its dramatic production and themes of loyalty and betrayal.
  • 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: That's the Way Love Is
Triple: [Bobby Bland, notableWork, That's the Way Love Is]
Generated description
"That's the Way Love Is" is a soulful blues song popularized by American singer Bobby "Blue" Bland, showcasing his smooth, emotive vocal style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: That's the Way Love Is
Target entity description: "That's the Way Love Is" is a soulful blues song popularized by American singer Bobby "Blue" Bland, showcasing his smooth, emotive vocal style.
  • A. That’s the Way Love Is
    "That’s the Way Love Is" is an R&B song by American singer Bobby Brown, released during his late-1980s/early-1990s solo career.
  • B. That's the Way Love Goes
    "That's the Way Love Goes" is a 1993 Grammy-winning R&B single by Janet Jackson, known for its smooth, laid-back groove and influential role in shaping 1990s pop and R&B music.
  • C. That’s the Way It Is
    "That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
  • D. My Love Is Your Love
    My Love Is Your Love is a 1998 R&B and pop album by Whitney Houston that marked her successful return to contemporary music with hits like "It's Not Right but It's Okay" and the title track.
  • E. Why I Love You
    "Why I Love You" is a song by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its dramatic production and themes of loyalty and betrayal.
  • 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c2174d048190a6e9380df302265f completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc632cbc88190a64897f1b101c699 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6dbd80881908d640ee204ce9a12 completed March 8, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69acc8199f508190a86c18ad9085d341 completed March 8, 2026, 12:51 a.m.
Created at: March 1, 2026, 7:56 p.m.