Triple

T9375610
Position Surface form Disambiguated ID Type / Status
Subject In Rainbows E225638 entity
Predicate track P17929 FINISHED
Object 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.
 E794577 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: [In Rainbows, track, All I Need]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All I Need
Context triple: [In Rainbows, track, 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 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.
  • D. 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.
  • E. I Need Love
    "I Need Love" is a pioneering 1987 hip-hop ballad by LL Cool J that helped popularize rap love songs in mainstream music.
  • 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: [In Rainbows, track, All I Need]
Generated description
"All I Need" is a moody, atmospheric song by Radiohead that blends layered instrumentation and emotional vocals to explore themes of longing and dependence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All I Need
Target entity description: "All I Need" is a moody, atmospheric song by Radiohead that blends layered instrumentation and emotional vocals to explore themes of longing and dependence.
  • 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 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.
  • D. 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.
  • E. I Need Love
    "I Need Love" is a pioneering 1987 hip-hop ballad by LL Cool J that helped popularize rap love songs in mainstream music.
  • 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_69ca842d8ee88190aaaa639aa953185d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50aa3d008190836d0fde840da7d2 completed April 1, 2026, 5:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f4229c988190be23ccfae8b350ec completed April 4, 2026, 11:21 a.m.
NEDg Description generation batch_69d0f4bf7da08190bc8a41090f2c0f1d completed April 4, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69d0f67de15081908c0ab98bc143fd7d completed April 4, 2026, 11:31 a.m.
Created at: March 30, 2026, 7:44 p.m.