Triple

T13537634
Position Surface form Disambiguated ID Type / Status
Subject Dance Moms E323301 entity
Predicate featuresCharacter P626 FINISHED
Object Melissa Gisoni
Melissa Gisoni is a reality television personality best known as the mother of dancers Maddie and Mackenzie Ziegler on the series "Dance Moms."
E1073387 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: Melissa Gisoni | Statement: [Dance Moms, featuresCharacter, Melissa Gisoni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melissa Gisoni
Context triple: [Dance Moms, featuresCharacter, Melissa Gisoni]
  • A. Melissa Agretti
    Melissa Agretti is a central, scheming heiress character from the 1980s American prime-time soap opera "Falcon Crest."
  • B. Melanie Sorich
    Melanie Sorich is the wife of American character actor Clint Howard.
  • C. Melissa De Sousa
    Melissa De Sousa is an American actress best known for her role as Shelby in the romantic comedy-drama film "The Best Man" and its sequels.
  • D. Melissa Rycroft
    Melissa Rycroft is an American television personality and former Dallas Cowboys Cheerleader best known for her appearances on reality shows such as The Bachelor and Dancing with the Stars.
  • E. Melissa Robinson
    Melissa Robinson is a key supporting character in the comedy film "Ace Ventura: Pet Detective," serving as a competent and skeptical ally to the eccentric detective Ace Ventura.
  • 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: Melissa Gisoni
Triple: [Dance Moms, featuresCharacter, Melissa Gisoni]
Generated description
Melissa Gisoni is a reality television personality best known as the mother of dancers Maddie and Mackenzie Ziegler on the series "Dance Moms."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melissa Gisoni
Target entity description: Melissa Gisoni is a reality television personality best known as the mother of dancers Maddie and Mackenzie Ziegler on the series "Dance Moms."
  • A. Melissa Agretti
    Melissa Agretti is a central, scheming heiress character from the 1980s American prime-time soap opera "Falcon Crest."
  • B. Melanie Sorich
    Melanie Sorich is the wife of American character actor Clint Howard.
  • C. Melissa De Sousa
    Melissa De Sousa is an American actress best known for her role as Shelby in the romantic comedy-drama film "The Best Man" and its sequels.
  • D. Melissa Rycroft
    Melissa Rycroft is an American television personality and former Dallas Cowboys Cheerleader best known for her appearances on reality shows such as The Bachelor and Dancing with the Stars.
  • E. Melissa Robinson
    Melissa Robinson is a key supporting character in the comedy film "Ace Ventura: Pet Detective," serving as a competent and skeptical ally to the eccentric detective Ace Ventura.
  • 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_69fbac7a1ee88190951de590a4a07d6f completed May 6, 2026, 9:02 p.m.
NEDg Description generation batch_69fbad35be6c8190aa329fa947cbdcd9 completed May 6, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69fbae42ef2c8190b653d95de94042bc completed May 6, 2026, 9:10 p.m.
Created at: April 9, 2026, 9:45 p.m.