Triple

T10149253
Position Surface form Disambiguated ID Type / Status
Subject Frank Wilson E232587 entity
Predicate notableWork P4 FINISHED
Object All I Need
"All I Need" is a classic 1965 Motown soul single by Frank Wilson that became highly prized among Northern Soul enthusiasts.
 E844156 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: All I Need | Statement: [Frank Wilson, notableWork, All I Need]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All I Need
Context triple: [Frank Wilson, notableWork, All I Need]
  • A. All I Need
    "All I Need" is a song from Christina Aguilera's 2010 electro-pop album "Bionic."
  • B. All I Need
    "All I Need" is a standout hip-hop track by Method Man from his debut album *Tical*, best known in its remixed form featuring Mary J. Blige.
  • C. All I Need
    "All I Need" is a moody, atmospheric song by Radiohead that blends layered instrumentation and emotional vocals to explore themes of longing and dependence.
  • D. All I Ever Need Is You
    "All I Ever Need Is You" is a popular 1971 pop song recorded by Sonny & Cher that became one of their signature hits and has since been widely covered by other artists.
  • E. All the Man That I Need
    "All the Man That I Need" is a powerful R&B ballad popularized by Whitney Houston, noted for her soaring vocal performance and the song's commercial success in the early 1990s.
  • 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: All I Need
Triple: [Frank Wilson, notableWork, All I Need]
Generated description
"All I Need" is a classic 1965 Motown soul single by Frank Wilson that became highly prized among Northern Soul enthusiasts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All I Need
Target entity description: "All I Need" is a classic 1965 Motown soul single by Frank Wilson that became highly prized among Northern Soul enthusiasts.
  • A. All I Need
    "All I Need" is a song from Christina Aguilera's 2010 electro-pop album "Bionic."
  • B. All I Need
    "All I Need" is a standout hip-hop track by Method Man from his debut album *Tical*, best known in its remixed form featuring Mary J. Blige.
  • C. All I Need
    "All I Need" is a moody, atmospheric song by Radiohead that blends layered instrumentation and emotional vocals to explore themes of longing and dependence.
  • D. All I Ever Need Is You
    "All I Ever Need Is You" is a popular 1971 pop song recorded by Sonny & Cher that became one of their signature hits and has since been widely covered by other artists.
  • E. All the Man That I Need
    "All the Man That I Need" is a powerful R&B ballad popularized by Whitney Houston, noted for her soaring vocal performance and the song's commercial success in the early 1990s.
  • 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec024da481908b8170fcf3b18e67 completed April 2, 2026, 4:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e6369c848190984394eedf2f07eb completed April 5, 2026, 10:46 p.m.
NEDg Description generation batch_69d2e73fd6988190a338a9e49dc3671b completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8c9058c8190bfa5720397331fa1 completed April 5, 2026, 10:57 p.m.
Created at: March 30, 2026, 9:08 p.m.