Triple

T12593171
Position Surface form Disambiguated ID Type / Status
Subject Tom Raper E300657 entity
Predicate hasFamilyName P18 FINISHED
Object Raper
Raper is a surname most notably associated with American businessman and RV dealership founder Tom Raper.
 E993899 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: Raper | Statement: [Tom Raper, hasFamilyName, Raper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Raper
Context triple: [Tom Raper, hasFamilyName, Raper]
  • A. Common (rapper)
    Common is an American rapper, actor, and writer known for his socially conscious lyrics and influential role in alternative hip hop.
  • B. Rap Superstar
    "Rap Superstar" is a reflective hip hop track by Cypress Hill that explores the pressures, illusions, and consequences of fame in the rap industry.
  • C. Irving Rapper
    Irving Rapper was a British-born American film director best known for his Hollywood studio-era dramas, including several collaborations with Bette Davis.
  • D. Ras the Exhorter
    Ras the Exhorter is a militant Black nationalist leader in Ralph Ellison’s novel "Invisible Man," serving as a radical foil to the narrator’s more ambivalent political journey.
  • E. Benny the Butcher
    Benny the Butcher is an American rapper from Buffalo, New York, known for his gritty street narratives, sharp lyricism, and work with the Griselda collective.
  • 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: Raper
Triple: [Tom Raper, hasFamilyName, Raper]
Generated description
Raper is a surname most notably associated with American businessman and RV dealership founder Tom Raper.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Raper
Target entity description: Raper is a surname most notably associated with American businessman and RV dealership founder Tom Raper.
  • A. Common (rapper)
    Common is an American rapper, actor, and writer known for his socially conscious lyrics and influential role in alternative hip hop.
  • B. Rap Superstar
    "Rap Superstar" is a reflective hip hop track by Cypress Hill that explores the pressures, illusions, and consequences of fame in the rap industry.
  • C. Irving Rapper
    Irving Rapper was a British-born American film director best known for his Hollywood studio-era dramas, including several collaborations with Bette Davis.
  • D. Ras the Exhorter
    Ras the Exhorter is a militant Black nationalist leader in Ralph Ellison’s novel "Invisible Man," serving as a radical foil to the narrator’s more ambivalent political journey.
  • E. Benny the Butcher
    Benny the Butcher is an American rapper from Buffalo, New York, known for his gritty street narratives, sharp lyricism, and work with the Griselda collective.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954cde3c0819094e74413d6dcf548 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ec2dac88190bf31bb00f93feb30 completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f66308087c81908ab5b5795f255e37 completed May 2, 2026, 8:48 p.m.
NED2 Entity disambiguation (via description) batch_69f663fe2fac8190bb70c8f1b919d657 completed May 2, 2026, 8:52 p.m.
Created at: April 9, 2026, 5:07 p.m.