Triple

T4553362
Position Surface form Disambiguated ID Type / Status
Subject Lil' Cease E120420 entity
Predicate birthName P65 FINISHED
Object James Lloyd
James Lloyd, better known by his stage name Lil' Cease, is an American rapper from Brooklyn associated with The Notorious B.I.G. and Junior M.A.F.I.A.
E469976 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: James Lloyd | Statement: [Lil' Cease, birthName, James Lloyd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Lloyd
Context triple: [Lil' Cease, birthName, James Lloyd]
  • A. John Dolman
    John Dolman was an English clergyman and benefactor of the late 16th century best known for establishing Pocklington School in Yorkshire.
  • B. Lloyd Nolan
    Lloyd Nolan was an American film and television actor known for his versatile character roles in dramas, crime films, and later in popular TV series.
  • C. Stephen Lyons
    Stephen Lyons is a central character in the British drama series "Years and Years," which follows a Manchester family navigating rapid social and political changes over several decades.
  • D. David Loughery
    David Loughery is an American screenwriter and producer known for writing thrillers and genre films such as "Passenger 57," "Lakeview Terrace," and "Obsessed."
  • E. Joe Lonsdale
    Joe Lonsdale is an American entrepreneur and investor best known as a co-founder of the data analytics company Palantir Technologies and as a prominent venture capitalist in Silicon Valley.
  • 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: James Lloyd
Triple: [Lil' Cease, birthName, James Lloyd]
Generated description
James Lloyd, better known by his stage name Lil' Cease, is an American rapper from Brooklyn associated with The Notorious B.I.G. and Junior M.A.F.I.A.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Lloyd
Target entity description: James Lloyd, better known by his stage name Lil' Cease, is an American rapper from Brooklyn associated with The Notorious B.I.G. and Junior M.A.F.I.A.
  • A. John Dolman
    John Dolman was an English clergyman and benefactor of the late 16th century best known for establishing Pocklington School in Yorkshire.
  • B. Lloyd Nolan
    Lloyd Nolan was an American film and television actor known for his versatile character roles in dramas, crime films, and later in popular TV series.
  • C. Stephen Lyons
    Stephen Lyons is a central character in the British drama series "Years and Years," which follows a Manchester family navigating rapid social and political changes over several decades.
  • D. David Loughery
    David Loughery is an American screenwriter and producer known for writing thrillers and genre films such as "Passenger 57," "Lakeview Terrace," and "Obsessed."
  • E. Joe Lonsdale
    Joe Lonsdale is an American entrepreneur and investor best known as a co-founder of the data analytics company Palantir Technologies and as a prominent venture capitalist in Silicon Valley.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd581160e08190b715a8ce5c3e6c9b completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43897d5c8190a4119f1c90d0318b completed March 21, 2026, 7:06 a.m.
NEDg Description generation batch_69be4603d32c819092c3c48a3ba41833 completed March 21, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69be472cd6b88190bc998340ffd2b66e completed March 21, 2026, 7:22 a.m.
Created at: March 20, 2026, 1:09 p.m.