Triple

T10072390
Position Surface form Disambiguated ID Type / Status
Subject Ben Margulies E213660 entity
Predicate notableWork P4 FINISHED
Object You Need Me
"You Need Me" is a song co-written and produced by American songwriter Ben Margulies, best known for his collaborations with Mariah Carey.
 E143904 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: You Need Me | Statement: [Ben Margulies, notableWork, You Need Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: You Need Me
Context triple: [Ben Margulies, notableWork, You Need Me]
  • A. You Need Me
    "You Need Me" is a song by Mariah Carey from her self-titled debut album, showcasing her early pop and R&B style and vocal prowess.
  • B. You Needed Me
    "You Needed Me" is a 1978 soft rock ballad by Canadian singer Anne Murray that became one of her signature hits and won a Grammy Award.
  • C. 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.
  • D. 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.
  • 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: You Need Me
Triple: [Ben Margulies, notableWork, You Need Me]
Generated description
"You Need Me" is a song co-written and produced by American songwriter Ben Margulies, best known for his collaborations with Mariah Carey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: You Need Me
Target entity description: "You Need Me" is a song co-written and produced by American songwriter Ben Margulies, best known for his collaborations with Mariah Carey.
  • A. You Need Me chosen
    "You Need Me" is a song by Mariah Carey from her self-titled debut album, showcasing her early pop and R&B style and vocal prowess.
  • B. You Needed Me
    "You Needed Me" is a 1978 soft rock ballad by Canadian singer Anne Murray that became one of her signature hits and won a Grammy Award.
  • C. 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.
  • D. 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.
  • 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.

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_69ca839add308190b57d53b4ec21f2d0 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd013c9d0819091ebe6fc399832de completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b649b7488190ad765d4ee6eac5d7 completed April 5, 2026, 7:21 p.m.
NEDg Description generation batch_69d2b78f3c248190b104937e2d669882 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b84a26a481908ab2705d5883cfce completed April 5, 2026, 7:30 p.m.
Created at: March 30, 2026, 8:59 p.m.