Triple

T6478532
Position Surface form Disambiguated ID Type / Status
Subject Until the End of Time E146130 entity
Predicate featuresArtist P1952 FINISHED
Object Lisa "Left Eye" Lopes
Lisa "Left Eye" Lopes was an American rapper, singer, and songwriter best known as a member of the Grammy-winning R&B/hip-hop group TLC.
E597012 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: Lisa "Left Eye" Lopes | Statement: [Until the End of Time, featuresArtist, Lisa "Left Eye" Lopes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lisa "Left Eye" Lopes
Context triple: [Until the End of Time, featuresArtist, Lisa "Left Eye" Lopes]
  • A. Tionne Watkins
    Tionne Watkins, better known as T-Boz, is an American singer, songwriter, and actress best known as a member of the Grammy-winning R&B/hip-hop girl group TLC.
  • B. LeToya Luckett
    LeToya Luckett is an American R&B singer and actress best known as one of the original members of the girl group Destiny's Child before launching a successful solo and acting career.
  • C. Lori Beth Denberg
    Lori Beth Denberg is an American actress and comedian best known for her sketch performances on the Nickelodeon series "All That" in the 1990s.
  • D. Kali Reis
    Kali Reis is an American professional boxer and actress who gained widespread recognition for her co-starring role in the crime drama series *True Detective: Night Country*.
  • E. Tamia
    Tamia is a Canadian R&B singer and songwriter known for hits like "So Into You" and "Stranger in My House."
  • 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: Lisa "Left Eye" Lopes
Triple: [Until the End of Time, featuresArtist, Lisa "Left Eye" Lopes]
Generated description
Lisa "Left Eye" Lopes was an American rapper, singer, and songwriter best known as a member of the Grammy-winning R&B/hip-hop group TLC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lisa "Left Eye" Lopes
Target entity description: Lisa "Left Eye" Lopes was an American rapper, singer, and songwriter best known as a member of the Grammy-winning R&B/hip-hop group TLC.
  • A. Tionne Watkins
    Tionne Watkins, better known as T-Boz, is an American singer, songwriter, and actress best known as a member of the Grammy-winning R&B/hip-hop girl group TLC.
  • B. LeToya Luckett
    LeToya Luckett is an American R&B singer and actress best known as one of the original members of the girl group Destiny's Child before launching a successful solo and acting career.
  • C. Lori Beth Denberg
    Lori Beth Denberg is an American actress and comedian best known for her sketch performances on the Nickelodeon series "All That" in the 1990s.
  • D. Kali Reis
    Kali Reis is an American professional boxer and actress who gained widespread recognition for her co-starring role in the crime drama series *True Detective: Night Country*.
  • E. Tamia
    Tamia is a Canadian R&B singer and songwriter known for hits like "So Into You" and "Stranger in My House."
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.