Triple

T177559
Position Surface form Disambiguated ID Type / Status
Subject The Notorious B.I.G. E3607 entity
Predicate associatedAct P37 FINISHED
Object 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.
E30934 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: Faith Evans | Statement: [The Notorious B.I.G., associatedAct, Faith Evans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Faith Evans
Context triple: [The Notorious B.I.G., associatedAct, Faith Evans]
  • A. Michelle LaVaughn Robinson
    Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
  • B. Chaka Khan
    Chaka Khan is an American singer known as the "Queen of Funk," celebrated for her powerful vocals and influential work in funk, R&B, and soul music since the 1970s.
  • C. Esti Maxine Stephens
    Esti Maxine Stephens is the daughter of model and television personality Chrissy Teigen and musician John Legend.
  • D. Mariah Carey
    Mariah Carey is an American singer, songwriter, and producer renowned for her five-octave vocal range, melismatic singing style, and a long string of chart-topping pop and R&B hits since the early 1990s.
  • E. Sheena Easton
    Sheena Easton is a Scottish pop singer and actress who rose to fame in the 1980s with hits like "Morning Train (Nine to Five)" and "For Your Eyes Only."
  • 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: Faith Evans
Triple: [The Notorious B.I.G., associatedAct, Faith Evans]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Faith Evans
Target entity description: 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.
  • A. Michelle LaVaughn Robinson
    Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
  • B. Chaka Khan
    Chaka Khan is an American singer known as the "Queen of Funk," celebrated for her powerful vocals and influential work in funk, R&B, and soul music since the 1970s.
  • C. Esti Maxine Stephens
    Esti Maxine Stephens is the daughter of model and television personality Chrissy Teigen and musician John Legend.
  • D. Mariah Carey
    Mariah Carey is an American singer, songwriter, and producer renowned for her five-octave vocal range, melismatic singing style, and a long string of chart-topping pop and R&B hits since the early 1990s.
  • E. Sheena Easton
    Sheena Easton is a Scottish pop singer and actress who rose to fame in the 1980s with hits like "Morning Train (Nine to Five)" and "For Your Eyes Only."
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258fe7bb08190a56f4a54cadd2fef completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36958f6488190872ccf3c318a3cfa completed Feb. 28, 2026, 10:16 p.m.
NEDg Description generation batch_69a369de04048190b2dc01cc328e644d completed Feb. 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69a36a48d5a88190a727fec1c25a1d5b completed Feb. 28, 2026, 10:20 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.