Triple

T10597861
Position Surface form Disambiguated ID Type / Status
Subject Teen Mom 2 E275663 entity
Predicate featuresCastMember P7010 FINISHED
Object Chelsea Houska
Chelsea Houska is a reality television personality best known for documenting her journey through young motherhood on MTV’s Teen Mom 2.
E878270 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: Chelsea Houska | Statement: [Teen Mom 2, featuresCastMember, Chelsea Houska]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chelsea Houska
Context triple: [Teen Mom 2, featuresCastMember, Chelsea Houska]
  • A. Christine Cervenka
    Christine Cervenka, better known as Exene Cervenka, is an American singer, poet, and visual artist best known as the co-lead vocalist of the influential Los Angeles punk band X.
  • B. Jessica Szohr
    Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
  • C. Katie Kresek
    Katie Kresek is an American violinist, concertmaster, and orchestrator best known for her work on Broadway productions including the Tony Award-winning musical "Moulin Rouge! The Musical."
  • D. Elena McNulty
    Elena McNulty is a character in the television series "The Wire," known primarily as the ex-wife of detective Jimmy McNulty and the mother of his children.
  • E. Katie Morosky
    Katie Morosky is a politically passionate, idealistic Jewish woman whose complex romance with a more easygoing man forms the emotional core of the film "The Way We Were."
  • 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: Chelsea Houska
Triple: [Teen Mom 2, featuresCastMember, Chelsea Houska]
Generated description
Chelsea Houska is a reality television personality best known for documenting her journey through young motherhood on MTV’s Teen Mom 2.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chelsea Houska
Target entity description: Chelsea Houska is a reality television personality best known for documenting her journey through young motherhood on MTV’s Teen Mom 2.
  • A. Christine Cervenka
    Christine Cervenka, better known as Exene Cervenka, is an American singer, poet, and visual artist best known as the co-lead vocalist of the influential Los Angeles punk band X.
  • B. Jessica Szohr
    Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
  • C. Katie Kresek
    Katie Kresek is an American violinist, concertmaster, and orchestrator best known for her work on Broadway productions including the Tony Award-winning musical "Moulin Rouge! The Musical."
  • D. Elena McNulty
    Elena McNulty is a character in the television series "The Wire," known primarily as the ex-wife of detective Jimmy McNulty and the mother of his children.
  • E. Katie Morosky
    Katie Morosky is a politically passionate, idealistic Jewish woman whose complex romance with a more easygoing man forms the emotional core of the film "The Way We Were."
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6ded358248190ba9268a51b2805fc completed April 8, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69d98840243081908de4f6905bbfa4a0 completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98a945ecc8190b5aae7511a537650 completed April 10, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69d98b187c808190b785a46bb88d48fc completed April 10, 2026, 11:43 p.m.
Created at: April 8, 2026, 7:28 p.m.