Triple

T17360776
Position Surface form Disambiguated ID Type / Status
Subject Duke Dumont E422060 entity
Predicate notableWork P4 FINISHED
Object Need U (100%) — NE ONDG

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: Need U (100%) | Statement: [Duke Dumont, notableWork, Need U (100%)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Need U (100%)
Context triple: [Duke Dumont, notableWork, Need U (100%)]
  • A. Need It
    "Need It" is a hip-hop single by Migos featuring YoungBoy Never Broke Again, known for its aggressive trap production and catchy, boastful lyrics.
  • B. Need Me
    "Need Me" is a song featured on the album "Revival" by American rapper Eminem.
  • C. Need U Bad
    "Need U Bad" is a reggae-infused R&B single by American singer Jazmine Sullivan, co-written and produced by Vada Nobles, that became her breakout hit in 2008.
  • D. What I Need
    "What I Need" is a song released as the follow-up single to One Wish.
  • E. 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.
  • 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: Need U (100%)
Triple: [Duke Dumont, notableWork, Need U (100%)]
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Need U (100%)
Target entity description: "Need U (100%)" is a 2013 deep house track by Duke Dumont featuring A*M*E that became a major club and chart hit, helping to popularize the UK house revival of the early 2010s.
  • A. Need It
    "Need It" is a hip-hop single by Migos featuring YoungBoy Never Broke Again, known for its aggressive trap production and catchy, boastful lyrics.
  • B. Need Me
    "Need Me" is a song featured on the album "Revival" by American rapper Eminem.
  • C. Need U Bad
    "Need U Bad" is a reggae-infused R&B single by American singer Jazmine Sullivan, co-written and produced by Vada Nobles, that became her breakout hit in 2008.
  • D. What I Need
    "What I Need" is a song released as the follow-up single to One Wish.
  • E. 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.
  • F. None of above. chosen

Provenance (4 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_69d889d520008190a26917a95bf1c2ea completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a4cacd881909fd722068b019f25 completed April 19, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0195609d988190b7a70f8eabf75eaa completed May 11, 2026, 8:37 a.m.
NEDg Description generation batch_6a01962ae4848190b2aad8e19bf6522f in_progress May 11, 2026, 8:41 a.m.
Created at: April 10, 2026, 5:44 a.m.