Triple

T10404050
Position Surface form Disambiguated ID Type / Status
Subject Happy Perez E245217 entity
Predicate notableWork P4 FINISHED
Object Better (Khalid song) [production contribution]
"Better" is a smooth, R&B-influenced pop song by American singer Khalid, known for its mellow production and introspective lyrics about young love and emotional vulnerability.
E860942 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: Better (Khalid song) [production contribution] | Statement: [Happy Perez, notableWork, Better (Khalid song) [production contribution]]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Better (Khalid song) [production contribution]
Context triple: [Happy Perez, notableWork, Better (Khalid song) [production contribution]]
  • A. Bilal – Love Poems (production contribution)
    "Bilal – Love Poems (production contribution)" is a song by neo-soul artist Bilal on which producer Mike City contributed to the track’s production.
  • B. collaborations with Key Glock
    Collaborations with Key Glock refers to the joint songs and projects released by Memphis rapper Key Glock together with Chicago rapper Z-Money, blending their distinct Southern and Midwest trap styles.
  • C. In My Mind (J Dilla) – production and drums
    "In My Mind" is a posthumous J Dilla project on which drummer and producer Karriem Riggins contributed key production and live drum work, helping to shape its distinctive, jazz-inflected hip-hop sound.
  • D. Love (Kendrick Lamar feat. Zacari, co-production)
    "Love (Kendrick Lamar feat. Zacari)" is a melodic, introspective hip-hop/R&B track from Kendrick Lamar’s acclaimed album "DAMN." that explores themes of devotion and vulnerability in romantic relationships.
  • E. Muscle (with A-Trak)
    "Muscle (with A-Trak)" is a collaborative hip-hop/electronic track by producer Lex Luger and DJ A-Trak that blends trap-influenced beats with club-ready energy.
  • 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: Better (Khalid song) [production contribution]
Triple: [Happy Perez, notableWork, Better (Khalid song) [production contribution]]
Generated description
"Better" is a smooth, R&B-influenced pop song by American singer Khalid, known for its mellow production and introspective lyrics about young love and emotional vulnerability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Better (Khalid song) [production contribution]
Target entity description: "Better" is a smooth, R&B-influenced pop song by American singer Khalid, known for its mellow production and introspective lyrics about young love and emotional vulnerability.
  • A. Bilal – Love Poems (production contribution)
    "Bilal – Love Poems (production contribution)" is a song by neo-soul artist Bilal on which producer Mike City contributed to the track’s production.
  • B. collaborations with Key Glock
    Collaborations with Key Glock refers to the joint songs and projects released by Memphis rapper Key Glock together with Chicago rapper Z-Money, blending their distinct Southern and Midwest trap styles.
  • C. In My Mind (J Dilla) – production and drums
    "In My Mind" is a posthumous J Dilla project on which drummer and producer Karriem Riggins contributed key production and live drum work, helping to shape its distinctive, jazz-inflected hip-hop sound.
  • D. Love (Kendrick Lamar feat. Zacari, co-production)
    "Love (Kendrick Lamar feat. Zacari)" is a melodic, introspective hip-hop/R&B track from Kendrick Lamar’s acclaimed album "DAMN." that explores themes of devotion and vulnerability in romantic relationships.
  • E. Muscle (with A-Trak)
    "Muscle (with A-Trak)" is a collaborative hip-hop/electronic track by producer Lex Luger and DJ A-Trak that blends trap-influenced beats with club-ready energy.
  • 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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e5fb58819081d7d3e1dc625197 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbdb86788190bb1a8802f713fea2 completed April 9, 2026, 7:19 p.m.
NEDg Description generation batch_69d807606770819096ebb2cb66f8dcc9 completed April 9, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69d81c5513308190b07fdea06d31854f completed April 9, 2026, 9:38 p.m.
Created at: April 6, 2026, 12:08 p.m.