Triple

T269143
Position Surface form Disambiguated ID Type / Status
Subject The Neptunes E5588 entity
Predicate associatedAct P37 FINISHED
Object Kelis
Kelis is an American singer, songwriter, and chef best known for her eclectic R&B and hip-hop-influenced music, including the hit single "Milkshake."
 E35644 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: Kelis | Statement: [The Neptunes, associatedAct, Kelis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kelis
Context triple: [The Neptunes, associatedAct, Kelis]
  • A. Missy Elliott
    Missy Elliott is an influential American rapper, singer, songwriter, and producer known for her innovative music, groundbreaking music videos, and major impact on hip-hop and pop culture.
  • B. Lil' Kim
    Lil' Kim is an American rapper and cultural icon known for her hardcore lyrical style, provocative image, and pioneering influence on women in hip-hop.
  • C. Alicia Keys
    Alicia Keys is a Grammy-winning American singer, songwriter, and pianist known for soulful R&B hits like "Fallin'" and "No One."
  • D. Christina Aguilera
    Christina Aguilera is an American pop and R&B singer known for her powerful vocal range, soulful performances, and hits like "Genie in a Bottle" and "Beautiful."
  • E. Faith Evans
    Faith Evans is an American R&B singer, songwriter, and record producer known for her soulful vocals, Grammy-winning hits, and marriage to The Notorious B.I.G.
  • 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: Kelis
Triple: [The Neptunes, associatedAct, Kelis]
Generated description
Kelis is an American singer, songwriter, and chef best known for her eclectic R&B and hip-hop-influenced music, including the hit single "Milkshake."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kelis
Target entity description: Kelis is an American singer, songwriter, and chef best known for her eclectic R&B and hip-hop-influenced music, including the hit single "Milkshake."
  • A. Missy Elliott
    Missy Elliott is an influential American rapper, singer, songwriter, and producer known for her innovative music, groundbreaking music videos, and major impact on hip-hop and pop culture.
  • B. Lil' Kim
    Lil' Kim is an American rapper and cultural icon known for her hardcore lyrical style, provocative image, and pioneering influence on women in hip-hop.
  • C. Alicia Keys
    Alicia Keys is a Grammy-winning American singer, songwriter, and pianist known for soulful R&B hits like "Fallin'" and "No One."
  • D. Christina Aguilera
    Christina Aguilera is an American pop and R&B singer known for her powerful vocal range, soulful performances, and hits like "Genie in a Bottle" and "Beautiful."
  • E. Faith Evans
    Faith Evans is an American R&B singer, songwriter, and record producer known for her soulful vocals, Grammy-winning hits, and marriage to The Notorious B.I.G.
  • 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_69a25853594c8190b05ec3a586ec88bf completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25db00ed48190be6f598807265356 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3914eba9081908cdef8b719c9b20b completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391888bbc81908d86e3a1f15cb84e completed March 1, 2026, 1:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3921fc8c8819084d2dab21012e53a completed March 1, 2026, 1:10 a.m.
Created at: Feb. 28, 2026, 2:57 a.m.