Triple

T8840899
Position Surface form Disambiguated ID Type / Status
Subject I Like It E210385 entity
Predicate writer P1360 FINISHED
Object Klenord Raphael
Klenord Raphael, better known as Shaft, is a music executive and songwriter recognized for managing Cardi B and contributing to several of her hit records.
 E761125 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: Klenord Raphael | Statement: [I Like It, writer, Klenord Raphael]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Klenord Raphael
Context triple: [I Like It, writer, Klenord Raphael]
  • A. Daniel Ralls
    Daniel Ralls was an early 19th-century Missouri legislator and local political figure after whom Ralls County, Missouri, is named.
  • B. Allan Kayser
    Allan Kayser is an American actor best known for playing Bubba Higgins on the sitcom "Mama’s Family."
  • C. David Leighton
    David Leighton is a relatively common personal name shared by multiple individuals across fields such as the arts, academia, and business, rather than referring to one singular widely recognized figure.
  • D. Alan Emtage
    Alan Emtage is a computer scientist best known for creating Archie, the first widely used Internet search engine, which laid foundational groundwork for modern web search.
  • E. Joseph Randall Shapiro
    Joseph Randall Shapiro was an American art collector and philanthropist best known for establishing the Museum of Contemporary Art in Chicago.
  • 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: Klenord Raphael
Triple: [I Like It, writer, Klenord Raphael]
Generated description
Klenord Raphael, better known as Shaft, is a music executive and songwriter recognized for managing Cardi B and contributing to several of her hit records.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Klenord Raphael
Target entity description: Klenord Raphael, better known as Shaft, is a music executive and songwriter recognized for managing Cardi B and contributing to several of her hit records.
  • A. Daniel Ralls
    Daniel Ralls was an early 19th-century Missouri legislator and local political figure after whom Ralls County, Missouri, is named.
  • B. Allan Kayser
    Allan Kayser is an American actor best known for playing Bubba Higgins on the sitcom "Mama’s Family."
  • C. David Leighton
    David Leighton is a relatively common personal name shared by multiple individuals across fields such as the arts, academia, and business, rather than referring to one singular widely recognized figure.
  • D. Alan Emtage
    Alan Emtage is a computer scientist best known for creating Archie, the first widely used Internet search engine, which laid foundational groundwork for modern web search.
  • E. Joseph Randall Shapiro
    Joseph Randall Shapiro was an American art collector and philanthropist best known for establishing the Museum of Contemporary Art in Chicago.
  • 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_69ca838967bc8190b46c3c80a2887ea4 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6085fe24819095139f18da92d7e7 completed April 1, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf899c5b288190b854acebc9fe33d1 completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8ab7da348190b423f0768fe9dc1a completed April 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69cf8bd252a4819098891bbb67baf897 completed April 3, 2026, 9:43 a.m.
Created at: March 30, 2026, 6:48 p.m.