Triple

T13537623
Position Surface form Disambiguated ID Type / Status
Subject Dance Moms E323301 entity
Predicate starring P1507 FINISHED
Object Abby Lee Miller
Abby Lee Miller is an American dance instructor and reality television personality best known for leading the competitive young dancers featured on the series "Dance Moms."
E1047886 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: Abby Lee Miller | Statement: [Dance Moms, starring, Abby Lee Miller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abby Lee Miller
Context triple: [Dance Moms, starring, Abby Lee Miller]
  • A. Marabeth Hough
    Marabeth Hough is an American singer-songwriter and hairstylist who is part of the Hough family of entertainers, which includes her more widely known sister Julianne Hough.
  • B. Marianne Hough
    Marianne Hough is the mother of professional dancer and actress Julianne Hough, known for supporting a family deeply involved in the performing arts.
  • C. Julianne Hough
    Julianne Hough is an American dancer, actress, and singer best known for her work on "Dancing with the Stars" and roles in musical films.
  • D. Dayna Baer
    Dayna Baer is a former CIA officer and security expert known for her work alongside her husband, ex-CIA case officer and author Robert Baer.
  • E. Dominique Moceanu
    Dominique Moceanu is an American gymnast best known as the youngest member of the gold medal–winning U.S. women’s team at the 1996 Atlanta Olympics and later for her advocacy on athlete welfare and gymnastics reform.
  • 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: Abby Lee Miller
Triple: [Dance Moms, starring, Abby Lee Miller]
Generated description
Abby Lee Miller is an American dance instructor and reality television personality best known for leading the competitive young dancers featured on the series "Dance Moms."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abby Lee Miller
Target entity description: Abby Lee Miller is an American dance instructor and reality television personality best known for leading the competitive young dancers featured on the series "Dance Moms."
  • A. Marabeth Hough
    Marabeth Hough is an American singer-songwriter and hairstylist who is part of the Hough family of entertainers, which includes her more widely known sister Julianne Hough.
  • B. Marianne Hough
    Marianne Hough is the mother of professional dancer and actress Julianne Hough, known for supporting a family deeply involved in the performing arts.
  • C. Julianne Hough
    Julianne Hough is an American dancer, actress, and singer best known for her work on "Dancing with the Stars" and roles in musical films.
  • D. Dayna Baer
    Dayna Baer is a former CIA officer and security expert known for her work alongside her husband, ex-CIA case officer and author Robert Baer.
  • E. Dominique Moceanu
    Dominique Moceanu is an American gymnast best known as the youngest member of the gold medal–winning U.S. women’s team at the 1996 Atlanta Olympics and later for her advocacy on athlete welfare and gymnastics reform.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbe39948190808062d4eff91841 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d9c04b881908a359df791b89b43 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f761e020708190a21ad4c0bc11d730 completed May 3, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69f765d0f9d88190b91097a359043860 completed May 3, 2026, 3:12 p.m.
Created at: April 9, 2026, 9:45 p.m.