Triple

T6283856
Position Surface form Disambiguated ID Type / Status
Subject J. Randy Taraborrelli E140846 entity
Predicate employer P7 FINISHED
Object Us Weekly
Us Weekly is an American celebrity and entertainment news magazine known for its coverage of Hollywood gossip, fashion, and pop culture.
E581694 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: Us Weekly | Statement: [J. Randy Taraborrelli, employer, Us Weekly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Us Weekly
Context triple: [J. Randy Taraborrelli, employer, Us Weekly]
  • A. People magazine
    People magazine is a popular American weekly publication best known for its celebrity news, human-interest stories, and annual features like "Sexiest Man Alive."
  • B. E!
    E! is an American cable television network best known for its entertainment news, celebrity gossip, and pop culture–focused reality programming.
  • C. Celebrity magazines
    Celebrity magazines are popular periodicals that focus on the lives, gossip, fashion, and scandals of famous public figures in entertainment, sports, and other high-profile fields.
  • D. Entertainment Tonight
    Entertainment Tonight is a long-running American entertainment news television program that covers celebrity news, Hollywood events, and the film and television industry.
  • E. Entertainment Weekly
    Entertainment Weekly is an American magazine and digital media brand that covers film, television, music, books, and pop culture news, reviews, and commentary.
  • 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: Us Weekly
Triple: [J. Randy Taraborrelli, employer, Us Weekly]
Generated description
Us Weekly is an American celebrity and entertainment news magazine known for its coverage of Hollywood gossip, fashion, and pop culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Us Weekly
Target entity description: Us Weekly is an American celebrity and entertainment news magazine known for its coverage of Hollywood gossip, fashion, and pop culture.
  • A. People magazine
    People magazine is a popular American weekly publication best known for its celebrity news, human-interest stories, and annual features like "Sexiest Man Alive."
  • B. E!
    E! is an American cable television network best known for its entertainment news, celebrity gossip, and pop culture–focused reality programming.
  • C. Celebrity magazines
    Celebrity magazines are popular periodicals that focus on the lives, gossip, fashion, and scandals of famous public figures in entertainment, sports, and other high-profile fields.
  • D. Entertainment Tonight
    Entertainment Tonight is a long-running American entertainment news television program that covers celebrity news, Hollywood events, and the film and television industry.
  • E. Entertainment Weekly
    Entertainment Weekly is an American magazine and digital media brand that covers film, television, music, books, and pop culture news, reviews, and commentary.
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063fb6b1c8190b19a674c18fc9c53 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5196864788190934e7c66d450dcf1 completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c51e9932cc8190bce03a28097a2ddc completed March 26, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_69c51f1689dc8190bbd38cd7a5425224 completed March 26, 2026, 11:57 a.m.
Created at: March 22, 2026, 4:26 p.m.