Triple

T10597972
Position Surface form Disambiguated ID Type / Status
Subject Farrah Abraham E275665 entity
Predicate hasBusiness P21206 FINISHED
Object F&S by Farrah
F&S by Farrah is a business venture founded by reality TV personality and author Farrah Abraham, likely focused on lifestyle or beauty-related products or services.
E874473 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: F&S by Farrah | Statement: [Farrah Abraham, hasBusiness, F&S by Farrah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: F&S by Farrah
Context triple: [Farrah Abraham, hasBusiness, F&S by Farrah]
  • A. Faraway Music
    Faraway Music is a memoir by Svetlana Alliluyeva, Joseph Stalin’s daughter, reflecting on her life, family, and defection from the Soviet Union.
  • B. Faraway, So Close!
    Faraway, So Close! is a 1993 fantasy drama film directed by Wim Wenders that continues the story of angels observing and intervening in human life in Berlin, serving as a sequel to his acclaimed film Wings of Desire.
  • C. Feenin'
    "Feenin'" is a 1990s R&B single by Jodeci known for its sensual lyrics, emotive vocals, and signature New Jack Swing-influenced production.
  • D. The Faint
    The Faint is an American indie rock band from Omaha, Nebraska, known for its dance-punk and new wave–influenced sound and association with the Saddle Creek Records scene.
  • E. Finding Fanny
    Finding Fanny is a 2014 Indian satirical road comedy film set in Goa that follows a quirky group of characters on a journey to find a postman's long-lost love.
  • 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: F&S by Farrah
Triple: [Farrah Abraham, hasBusiness, F&S by Farrah]
Generated description
F&S by Farrah is a business venture founded by reality TV personality and author Farrah Abraham, likely focused on lifestyle or beauty-related products or services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: F&S by Farrah
Target entity description: F&S by Farrah is a business venture founded by reality TV personality and author Farrah Abraham, likely focused on lifestyle or beauty-related products or services.
  • A. Faraway Music
    Faraway Music is a memoir by Svetlana Alliluyeva, Joseph Stalin’s daughter, reflecting on her life, family, and defection from the Soviet Union.
  • B. Faraway, So Close!
    Faraway, So Close! is a 1993 fantasy drama film directed by Wim Wenders that continues the story of angels observing and intervening in human life in Berlin, serving as a sequel to his acclaimed film Wings of Desire.
  • C. Feenin'
    "Feenin'" is a 1990s R&B single by Jodeci known for its sensual lyrics, emotive vocals, and signature New Jack Swing-influenced production.
  • D. The Faint
    The Faint is an American indie rock band from Omaha, Nebraska, known for its dance-punk and new wave–influenced sound and association with the Saddle Creek Records scene.
  • E. Finding Fanny
    Finding Fanny is a 2014 Indian satirical road comedy film set in Goa that follows a quirky group of characters on a journey to find a postman's long-lost love.
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6ded358248190ba9268a51b2805fc completed April 8, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e9c1a7c8190a91ad479518e411f completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d96145d1ec8190b3228733159e1364 completed April 10, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69d9623cf54081908abcdc88e13d5176 completed April 10, 2026, 8:49 p.m.
Created at: April 8, 2026, 7:28 p.m.