Triple

T19552805
Position Surface form Disambiguated ID Type / Status
Subject WAP E489233 entity
Predicate writer P1360 FINISHED
Object Frank Ski
Frank Ski is an American DJ, radio personality, and music producer known for his influential role in Atlanta’s hip-hop and club music scene.
E1381266 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: Frank Ski | Statement: [WAP, writer, Frank Ski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Ski
Context triple: [WAP, writer, Frank Ski]
  • A. Felton Snow
    Felton Snow was an American Negro league baseball player and manager best known for his leadership and infield play with teams such as the Baltimore Elite Giants during the 1930s and 1940s.
  • B. Slim Brundage
    Slim Brundage was an American anarchist, labor activist, and founder of Chicago’s famed College of Complexes, known for its freewheeling public debates and radical lectures.
  • C. Dan Finnerty
    Dan Finnerty is an American actor, comedian, and singer best known as the frontman of the comedy band The Dan Band, which gained popularity through its appearances in films like "Old School" and "The Hangover."
  • D. Brian Skiff
    Brian Skiff is an American astronomer known for his work in observational astronomy and variable stars, long associated with the Lowell Observatory.
  • E. Warren E. Miller
    Warren E. Miller was a pioneering American political scientist best known for his foundational work in the study of voting behavior and public opinion, particularly through the American National Election Studies.
  • 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: Frank Ski
Triple: [WAP, writer, Frank Ski]
Generated description
Frank Ski is an American DJ, radio personality, and music producer known for his influential role in Atlanta’s hip-hop and club music scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Ski
Target entity description: Frank Ski is an American DJ, radio personality, and music producer known for his influential role in Atlanta’s hip-hop and club music scene.
  • A. Felton Snow
    Felton Snow was an American Negro league baseball player and manager best known for his leadership and infield play with teams such as the Baltimore Elite Giants during the 1930s and 1940s.
  • B. Slim Brundage
    Slim Brundage was an American anarchist, labor activist, and founder of Chicago’s famed College of Complexes, known for its freewheeling public debates and radical lectures.
  • C. Dan Finnerty
    Dan Finnerty is an American actor, comedian, and singer best known as the frontman of the comedy band The Dan Band, which gained popularity through its appearances in films like "Old School" and "The Hangover."
  • D. Brian Skiff
    Brian Skiff is an American astronomer known for his work in observational astronomy and variable stars, long associated with the Lowell Observatory.
  • E. Warren E. Miller
    Warren E. Miller was a pioneering American political scientist best known for his foundational work in the study of voting behavior and public opinion, particularly through the American National Election Studies.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d315c68819087402802d624a8c9 completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e8e25188190901a4883c5ad7f5e completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074ef599a88190a1edd95887a0c092 completed May 15, 2026, 4:51 p.m.
NED2 Entity disambiguation (via description) batch_6a074fa5d4ec81908900ebf532408239 completed May 15, 2026, 4:53 p.m.
Created at: April 10, 2026, 1:41 p.m.