Triple

T18370486
Position Surface form Disambiguated ID Type / Status
Subject Dani Stevenson E446168 entity
Predicate notableWork P4 FINISHED
Object I Need You
"I Need You" is an R&B single by American singer Dani Stevenson, best known for its smooth, soulful style and early-2000s production.
 E1322682 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: I Need You | Statement: [Dani Stevenson, notableWork, I Need You]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Need You
Context triple: [Dani Stevenson, notableWork, I Need You]
  • A. 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.
  • B. I Need You
    "I Need You" is a hit soft rock song by the band America, known for its mellow harmonies and emotional lyrics, which helped establish the group's early 1970s success.
  • C. I Need You
    "I Need You" is a song released as a single associated with the work "Let It Go."
  • D. I Need You
    "I Need You" is a 1965 love song by the Beatles, written by George Harrison and featured on the soundtrack to their film "Help!".
  • E. When I Need You
    "When I Need You" is a popular soft rock ballad from the 1970s, best known through Leo Sayer's hit recording and widely covered by various artists.
  • 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: I Need You
Triple: [Dani Stevenson, notableWork, I Need You]
Generated description
"I Need You" is an R&B single by American singer Dani Stevenson, best known for its smooth, soulful style and early-2000s production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Need You
Target entity description: "I Need You" is an R&B single by American singer Dani Stevenson, best known for its smooth, soulful style and early-2000s production.
  • A. 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.
  • B. I Need You
    "I Need You" is a hit soft rock song by the band America, known for its mellow harmonies and emotional lyrics, which helped establish the group's early 1970s success.
  • C. I Need You
    "I Need You" is a 1965 love song by the Beatles, written by George Harrison and featured on the soundtrack to their film "Help!".
  • D. I Need You
    "I Need You" is a song released as a single associated with the work "Let It Go."
  • E. When I Need You
    "When I Need You" is a popular soft rock ballad from the 1970s, best known through Leo Sayer's hit recording and widely covered by various artists.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51751e4288190873bcc4dc140ac16 completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e2383b8081909b30b7df4fdd6702 completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e664a73481908a782fedff8ad02b completed May 13, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03e767cde48190ae5bbc4d1c6ed443 completed May 13, 2026, 2:52 a.m.
Created at: April 10, 2026, 10:44 a.m.