Triple

T2289567
Position Surface form Disambiguated ID Type / Status
Subject Bionic (album) E51470 entity
Predicate hasPart P35 FINISHED
Object All I Need
"All I Need" is a song from Christina Aguilera's 2010 electro-pop album "Bionic."
 E252722 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: [Bionic (album), hasPart, All I Need]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All I Need
Context triple: [Bionic (album), hasPart, All I Need]
  • A. 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.
  • B. 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.
  • C. Everything We Need
    "Everything We Need" is a gospel-influenced hip hop track by Kanye West featuring Ty Dolla $ign and Ant Clemons, known for its spiritual themes and melodic, uplifting sound.
  • D. I Need You
    "I Need You" is a song featured on the album "As I Am," likely contributing to the record's emotional and musical themes.
  • E. All I Ever Wanted
    All I Ever Wanted is a pop-rock studio album by American singer Kelly Clarkson, noted for its energetic production and hit singles like "My Life Would Suck Without You."
  • 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: [Bionic (album), hasPart, All I Need]
Generated description
"All I Need" is a song from Christina Aguilera's 2010 electro-pop album "Bionic."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All I Need
Target entity description: "All I Need" is a song from Christina Aguilera's 2010 electro-pop album "Bionic."
  • A. 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.
  • B. 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.
  • C. Everything We Need
    "Everything We Need" is a gospel-influenced hip hop track by Kanye West featuring Ty Dolla $ign and Ant Clemons, known for its spiritual themes and melodic, uplifting sound.
  • D. I Need You
    "I Need You" is a song featured on the album "As I Am," likely contributing to the record's emotional and musical themes.
  • E. All I Ever Wanted
    All I Ever Wanted is a pop-rock studio album by American singer Kelly Clarkson, noted for its energetic production and hit singles like "My Life Would Suck Without You."
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc273b67c8190bcd96f9a484647ef completed March 7, 2026, 6:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f1e84ac819096cb62ce5e94d865 completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae7fee12ac8190bb9924f7467434a6 completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae8061cd348190b0b0b65dcf730f99 completed March 9, 2026, 8:10 a.m.
Created at: March 4, 2026, 7:48 p.m.