Triple

T4553178
Position Surface form Disambiguated ID Type / Status
Subject Danity Kane E120416 entity
Predicate member P10 FINISHED
Object Aubrey O’Day
Aubrey O’Day is an American singer, reality television personality, and former member of the pop girl group Danity Kane, known for her work in music and appearances on shows like "Making the Band."
E451583 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: Aubrey O’Day | Statement: [Danity Kane, member, Aubrey O’Day]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aubrey O’Day
Context triple: [Danity Kane, member, Aubrey O’Day]
  • A. Aubrey Anderson-Emmons
    Aubrey Anderson-Emmons is an American child actress best known for playing Lily Tucker-Pritchett on the hit television sitcom "Modern Family."
  • B. Aubrey Fitch
    Aubrey Fitch was a U.S. Navy admiral and naval aviator who played a key leadership role in early World War II Pacific carrier operations.
  • C. Camryn Manheim
    Camryn Manheim is an American actress best known for her Emmy-winning role as attorney Ellenor Frutt on the legal drama series "The Practice."
  • D. 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.
  • E. 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."
  • 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: Aubrey O’Day
Triple: [Danity Kane, member, Aubrey O’Day]
Generated description
Aubrey O’Day is an American singer, reality television personality, and former member of the pop girl group Danity Kane, known for her work in music and appearances on shows like "Making the Band."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aubrey O’Day
Target entity description: Aubrey O’Day is an American singer, reality television personality, and former member of the pop girl group Danity Kane, known for her work in music and appearances on shows like "Making the Band."
  • A. Aubrey Anderson-Emmons
    Aubrey Anderson-Emmons is an American child actress best known for playing Lily Tucker-Pritchett on the hit television sitcom "Modern Family."
  • B. Aubrey Fitch
    Aubrey Fitch was a U.S. Navy admiral and naval aviator who played a key leadership role in early World War II Pacific carrier operations.
  • C. Camryn Manheim
    Camryn Manheim is an American actress best known for her Emmy-winning role as attorney Ellenor Frutt on the legal drama series "The Practice."
  • D. 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.
  • E. 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."
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd581160e08190b715a8ce5c3e6c9b completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb95b01b0819094a600752e41aa09 completed March 20, 2026, 9:17 p.m.
NEDg Description generation batch_69bdbdbf73508190b64a78ff9274ee6d completed March 20, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69bdbe1bcd8c819094adea59c91c6f5b completed March 20, 2026, 9:37 p.m.
Created at: March 20, 2026, 1:09 p.m.