Triple

T12395430
Position Surface form Disambiguated ID Type / Status
Subject What's Going On E296103 entity
Predicate hasPart P35 FINISHED
Object What's Happening Brother
"What's Happening Brother" is a socially conscious soul song by Marvin Gaye from his landmark 1971 album "What's Going On," reflecting on the struggles of Vietnam War veterans and inner-city life.
E982886 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: What's Happening Brother | Statement: [What's Going On, hasPart, What's Happening Brother]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What's Happening Brother
Context triple: [What's Going On, hasPart, What's Happening Brother]
  • A. Brother vs. Brother
    Brother vs. Brother is an HGTV reality competition series in which twin brothers and home renovation experts Jonathan and Drew Scott lead opposing teams in property makeover challenges.
  • B. Beautiful Brother of Mine
    "Beautiful Brother of Mine" is a song by the American rock band Roots, known for their fusion of hip hop, soul, and live instrumentation.
  • C. Dream Brother
    "Dream Brother" is a haunting, emotionally charged song by Jeff Buckley that closes his acclaimed 1994 album *Grace* and is celebrated for its ethereal atmosphere and intricate vocal performance.
  • D. Tell It All Brother
    "Tell It All Brother" is a country rock album by Kenny Rogers and The First Edition, best known for its socially conscious title track released in 1970.
  • E. Goodbye Brother
    "Goodbye Brother" is a musical piece associated with the Stark family in the television series Game of Thrones, composed by Ramin Djawadi as part of its original score.
  • 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: What's Happening Brother
Triple: [What's Going On, hasPart, What's Happening Brother]
Generated description
"What's Happening Brother" is a socially conscious soul song by Marvin Gaye from his landmark 1971 album "What's Going On," reflecting on the struggles of Vietnam War veterans and inner-city life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: What's Happening Brother
Target entity description: "What's Happening Brother" is a socially conscious soul song by Marvin Gaye from his landmark 1971 album "What's Going On," reflecting on the struggles of Vietnam War veterans and inner-city life.
  • A. Brother vs. Brother
    Brother vs. Brother is an HGTV reality competition series in which twin brothers and home renovation experts Jonathan and Drew Scott lead opposing teams in property makeover challenges.
  • B. Beautiful Brother of Mine
    "Beautiful Brother of Mine" is a song by the American rock band Roots, known for their fusion of hip hop, soul, and live instrumentation.
  • C. Dream Brother
    "Dream Brother" is a haunting, emotionally charged song by Jeff Buckley that closes his acclaimed 1994 album *Grace* and is celebrated for its ethereal atmosphere and intricate vocal performance.
  • D. Tell It All Brother
    "Tell It All Brother" is a country rock album by Kenny Rogers and The First Edition, best known for its socially conscious title track released in 1970.
  • E. Goodbye Brother
    "Goodbye Brother" is a musical piece associated with the Stark family in the television series Game of Thrones, composed by Ramin Djawadi as part of its original score.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd33f048190b205fd21dc513f6a completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6347e27b4819085494babfe180488 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f63674aa3c81908ba82a9d246b3b3a completed May 2, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69f63a9b32fc8190ab98492ff91d2a66 completed May 2, 2026, 5:55 p.m.
Created at: April 8, 2026, 9:54 p.m.