Triple

T13537625
Position Surface form Disambiguated ID Type / Status
Subject Dance Moms E323301 entity
Predicate starring P1507 FINISHED
Object Mackenzie Ziegler
Mackenzie Ziegler is an American dancer, singer, actress, and social media personality who rose to fame as a child on the reality TV series "Dance Moms."
 E1048159 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: Mackenzie Ziegler | Statement: [Dance Moms, starring, Mackenzie Ziegler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mackenzie Ziegler
Context triple: [Dance Moms, starring, Mackenzie Ziegler]
  • A. Molly Ziegler
    Molly Ziegler is a fictional character on the television series "The West Wing," known as the daughter of White House Communications Director Toby Ziegler.
  • B. MacKenzie Porter
    MacKenzie Porter is a Canadian actress and country music singer known for her roles in television series and her successful recording career.
  • C. Mackenzie Douthit
    Mackenzie Douthit is an American reality television personality best known for appearing as one of the young mothers on MTV’s Teen Mom franchise.
  • D. Mackenzie Mauzy
    Mackenzie Mauzy is an American actress and singer known for her work on Broadway and in film and television, including her role as Rapunzel in the 2014 musical fantasy film "Into the Woods."
  • E. Makenzie Moss
    Makenzie Moss is an American actress known for her roles as a child performer in films and television, including a part in the biographical drama "Steve Jobs" (2015).
  • 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: Mackenzie Ziegler
Triple: [Dance Moms, starring, Mackenzie Ziegler]
Generated description
Mackenzie Ziegler is an American dancer, singer, actress, and social media personality who rose to fame as a child on the reality TV series "Dance Moms."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mackenzie Ziegler
Target entity description: Mackenzie Ziegler is an American dancer, singer, actress, and social media personality who rose to fame as a child on the reality TV series "Dance Moms."
  • A. Molly Ziegler
    Molly Ziegler is a fictional character on the television series "The West Wing," known as the daughter of White House Communications Director Toby Ziegler.
  • B. MacKenzie Porter
    MacKenzie Porter is a Canadian actress and country music singer known for her roles in television series and her successful recording career.
  • C. Mackenzie Douthit
    Mackenzie Douthit is an American reality television personality best known for appearing as one of the young mothers on MTV’s Teen Mom franchise.
  • D. Mackenzie Mauzy
    Mackenzie Mauzy is an American actress and singer known for her work on Broadway and in film and television, including her role as Rapunzel in the 2014 musical fantasy film "Into the Woods."
  • E. Makenzie Moss
    Makenzie Moss is an American actress known for her roles as a child performer in films and television, including a part in the biographical drama "Steve Jobs" (2015).
  • 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_69f76babfb948190bc028450ddaa0b72 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77640b5308190aaa50e8d5d871832 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f7791add908190af69b23a54eb7560 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:45 p.m.