Triple

T20420156
Position Surface form Disambiguated ID Type / Status
Subject Doe or Die II E500826 entity
Predicate hasPart P35 FINISHED
Object Never Enough
"Never Enough" is a track from AZ's hip-hop album "Doe or Die II," showcasing his lyrical storytelling and smooth East Coast rap style.
 E1429082 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: Never Enough | Statement: [Doe or Die II, hasPart, Never Enough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Never Enough
Context triple: [Doe or Die II, hasPart, Never Enough]
  • A. Never Enough
    Never Enough is a soulful R&B album by Canadian singer-songwriter Daniel Caesar that explores themes of love, vulnerability, and self-reflection.
  • B. Never Enough
    "Never Enough" is a popular hard rock song by the American glam metal band L.A. Guns, known for its catchy hooks and prominent place in their late-1980s/early-1990s catalog.
  • C. Never Enough
    "Never Enough" is a powerful, emotionally charged ballad from the musical film *The Greatest Showman*, known for its soaring vocals and themes of insatiable ambition and longing.
  • D. Never Enough
    "Never Enough" is a hardcore punk song by the American band Infest, known for its raw intensity and influential role in the powerviolence scene.
  • E. Never Enough (album)
    "Never Enough" is the 1987 debut solo studio album by American rock singer Patty Smyth, featuring a blend of pop-rock and heartland rock songs.
  • 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: Never Enough
Triple: [Doe or Die II, hasPart, Never Enough]
Generated description
"Never Enough" is a track from AZ's hip-hop album "Doe or Die II," showcasing his lyrical storytelling and smooth East Coast rap style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Never Enough
Target entity description: "Never Enough" is a track from AZ's hip-hop album "Doe or Die II," showcasing his lyrical storytelling and smooth East Coast rap style.
  • A. Never Enough
    Never Enough is a soulful R&B album by Canadian singer-songwriter Daniel Caesar that explores themes of love, vulnerability, and self-reflection.
  • B. Never Enough
    "Never Enough" is a powerful, emotionally charged ballad from the musical film *The Greatest Showman*, known for its soaring vocals and themes of insatiable ambition and longing.
  • C. Never Enough
    "Never Enough" is a popular hard rock song by the American glam metal band L.A. Guns, known for its catchy hooks and prominent place in their late-1980s/early-1990s catalog.
  • D. Never Enough
    "Never Enough" is a hardcore punk song by the American band Infest, known for its raw intensity and influential role in the powerviolence scene.
  • E. Never Enough (album)
    "Never Enough" is the 1987 debut solo studio album by American rock singer Patty Smyth, featuring a blend of pop-rock and heartland rock songs.
  • 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_69e0b4aa68fc8190b1a14c55575ef04a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67ba39f7081909358f1103a0f241c completed April 20, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b2c59a481908de9ca46fe4e8a9c completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088017be588190ab94b8180e44ebf4 completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0880c45e1081908f439ade0c31a47e completed May 16, 2026, 2:35 p.m.
Created at: April 16, 2026, 11:30 a.m.