Triple

T2521426
Position Surface form Disambiguated ID Type / Status
Subject Teen Mom E55530 entity
Predicate featuresCastMember P7010 FINISHED
Object Farrah Abraham
Farrah Abraham is an American reality television personality, author, and entrepreneur who first gained fame documenting her life as a young mother on MTV.
E275665 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: Farrah Abraham | Statement: [Teen Mom, featuresCastMember, Farrah Abraham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farrah Abraham
Context triple: [Teen Mom, featuresCastMember, Farrah Abraham]
  • A. Laiyah Shannon Brown
    Laiyah Shannon Brown is the daughter of American R&B singer Monica and former NBA player Shannon Brown.
  • B. Keely Shaye Smith
    Keely Shaye Smith is an American journalist, author, television host, and environmental activist, best known for her work in environmental advocacy and media.
  • C. Hadley Richardson
    Hadley Richardson was the first wife of Ernest Hemingway and a central figure in his early life in Paris, later immortalized in his memoir "A Moveable Feast."
  • D. Angourie Rice
    Angourie Rice is an Australian actress known for her breakout role in "The Nice Guys" and for appearing in films such as "Spider-Man: Homecoming" and "Spider-Man: Far From Home."
  • E. Chlöe Bailey
    Chlöe Bailey is an American singer, songwriter, producer, and actress best known as one half of the R&B duo Chloe x Halle and for her solo music career.
  • 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: Farrah Abraham
Triple: [Teen Mom, featuresCastMember, Farrah Abraham]
Generated description
Farrah Abraham is an American reality television personality, author, and entrepreneur who first gained fame documenting her life as a young mother on MTV.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farrah Abraham
Target entity description: Farrah Abraham is an American reality television personality, author, and entrepreneur who first gained fame documenting her life as a young mother on MTV.
  • A. Laiyah Shannon Brown
    Laiyah Shannon Brown is the daughter of American R&B singer Monica and former NBA player Shannon Brown.
  • B. Keely Shaye Smith
    Keely Shaye Smith is an American journalist, author, television host, and environmental activist, best known for her work in environmental advocacy and media.
  • C. Hadley Richardson
    Hadley Richardson was the first wife of Ernest Hemingway and a central figure in his early life in Paris, later immortalized in his memoir "A Moveable Feast."
  • D. Angourie Rice
    Angourie Rice is an Australian actress known for her breakout role in "The Nice Guys" and for appearing in films such as "Spider-Man: Homecoming" and "Spider-Man: Far From Home."
  • E. Chlöe Bailey
    Chlöe Bailey is an American singer, songwriter, producer, and actress best known as one half of the R&B duo Chloe x Halle and for her solo music career.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd83043708190929e033f6a6166a4 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2ba64390819083ea639eb4c1a1bd completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af516e6e888190bb5eca3f6b134dcd completed March 9, 2026, 11:02 p.m.
NED2 Entity disambiguation (via description) batch_69af5223fa948190a7db252c9fc367a5 completed March 9, 2026, 11:05 p.m.
Created at: March 6, 2026, 9:46 p.m.