Triple

T14739325
Position Surface form Disambiguated ID Type / Status
Subject Martin McKinney E346299 entity
Predicate producerOf P490 FINISHED
Object What You Need (song)
"What You Need" is a song best known as a sultry, atmospheric R&B track that helped establish The Weeknd’s dark, moody sound early in his career.
 E1118067 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: What You Need (song) | Statement: [Martin McKinney, producerOf, What You Need (song)]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What You Need (song)
Context triple: [Martin McKinney, producerOf, What You Need (song)]
  • A. What You Need (album)
    "What You Need" is an R&B album by American singer Stacy Lattisaw, showcasing her mid-1980s soulful vocal style and contemporary production.
  • B. Sometimes You Need
    "Sometimes You Need" is a track featured on the Billy Joel compilation album "Out of the Game."
  • C. We Need You
    "We Need You" is a song featured on Diana Ross's 1973 soul and pop album "Touch Me in the Morning."
  • D. I Know What You Need
    "I Know What You Need" is a psychological horror short story by Stephen King about a college student who discovers the dark, supernatural source of her seemingly perfect boyfriend’s ability to anticipate her desires.
  • E. Need Your Love
    "Need Your Love" is a 2012 indie rock single by Australian band The Temper Trap, known for its anthemic sound and emotional intensity.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What You Need (song)
Target entity description: "What You Need" is a song best known as a sultry, atmospheric R&B track that helped establish The Weeknd’s dark, moody sound early in his career.
  • A. What You Need (album)
    "What You Need" is an R&B album by American singer Stacy Lattisaw, showcasing her mid-1980s soulful vocal style and contemporary production.
  • B. Sometimes You Need
    "Sometimes You Need" is a track featured on the Billy Joel compilation album "Out of the Game."
  • C. We Need You
    "We Need You" is a song featured on Diana Ross's 1973 soul and pop album "Touch Me in the Morning."
  • D. I Know What You Need
    "I Know What You Need" is a psychological horror short story by Stephen King about a college student who discovers the dark, supernatural source of her seemingly perfect boyfriend’s ability to anticipate her desires.
  • E. Need Your Love
    "Need Your Love" is a 2012 indie rock single by Australian band The Temper Trap, known for its anthemic sound and emotional intensity.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: What You Need (song)
Triple: [Martin McKinney, producerOf, What You Need (song)]
Generated description
"What You Need" is a song best known as a sultry, atmospheric R&B track that helped establish The Weeknd’s dark, moody sound early in his career.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d822e6f1c88190bc494d491a907114 elicitation completed
NER batch_69dec73264848190be23c5f0260cbe13 ner completed
NED1 batch_69fdfb91fdf88190bdcc9a93289f6b7f ned_source_triple completed
NED2 batch_69fe04120db08190aa903ccc6ddd2267 ned_description completed
NEDg batch_69fe032bd640819081f4ea36a1503c21 nedg completed
Created at: April 10, 2026, 1:29 a.m.