Triple

T5693144
Position Surface form Disambiguated ID Type / Status
Subject Bad Moms E125472 entity
Predicate mainCharacter P1183 FINISHED
Object Carla Dunkler
Carla Dunkler is a hard-partying, rebellious single mom character from the comedy film "Bad Moms," known for her wild attitude and disregard for conventional parenting norms.
E544128 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: Carla Dunkler | Statement: [Bad Moms, mainCharacter, Carla Dunkler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carla Dunkler
Context triple: [Bad Moms, mainCharacter, Carla Dunkler]
  • A. Christiane Herzog
    Christiane Herzog was a German First Lady and philanthropist known for her social engagement, particularly in support of cystic fibrosis patients, during and after her husband Roman Herzog’s presidency.
  • B. Cheri Steinkellner
    Cheri Steinkellner is an American television writer and producer best known for her work on acclaimed sitcoms such as "Cheers" and "Bob," often collaborating with her husband Bill Steinkellner.
  • C. Karin Huber
    Karin Huber is a person notable enough to be recognized as a significant bearer of the surname Huber.
  • D. Claudia Zimmer
    Claudia Zimmer is the central protagonist of the work "The Four Seasons," around whose experiences and perspective the story primarily revolves.
  • E. Carla Balenda
    Carla Balenda was an American film and television actress active in the mid-20th century, known for her roles in crime dramas and TV series.
  • 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: Carla Dunkler
Triple: [Bad Moms, mainCharacter, Carla Dunkler]
Generated description
Carla Dunkler is a hard-partying, rebellious single mom character from the comedy film "Bad Moms," known for her wild attitude and disregard for conventional parenting norms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carla Dunkler
Target entity description: Carla Dunkler is a hard-partying, rebellious single mom character from the comedy film "Bad Moms," known for her wild attitude and disregard for conventional parenting norms.
  • A. Christiane Herzog
    Christiane Herzog was a German First Lady and philanthropist known for her social engagement, particularly in support of cystic fibrosis patients, during and after her husband Roman Herzog’s presidency.
  • B. Cheri Steinkellner
    Cheri Steinkellner is an American television writer and producer best known for her work on acclaimed sitcoms such as "Cheers" and "Bob," often collaborating with her husband Bill Steinkellner.
  • C. Karin Huber
    Karin Huber is a person notable enough to be recognized as a significant bearer of the surname Huber.
  • D. Claudia Zimmer
    Claudia Zimmer is the central protagonist of the work "The Four Seasons," around whose experiences and perspective the story primarily revolves.
  • E. Carla Balenda
    Carla Balenda was an American film and television actress active in the mid-20th century, known for her roles in crime dramas and TV series.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e678c48190824d35d276985311 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dd76f008190970c3b17ec8cbfd8 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08cf206188190a4e5bb2649d97be9 completed March 23, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c08dc4d12c8190a7a245d583ef08d4 completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:44 p.m.