Triple

T15949840
Position Surface form Disambiguated ID Type / Status
Subject We TV E386785 entity
Predicate notableShow P2513 FINISHED
Object Marriage Boot Camp
Marriage Boot Camp is a reality television series that follows couples as they undergo intensive relationship counseling and challenges to repair or strengthen their marriages.
E1186698 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: Marriage Boot Camp | Statement: [We TV, notableShow, Marriage Boot Camp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marriage Boot Camp
Context triple: [We TV, notableShow, Marriage Boot Camp]
  • A. Marriage Rescue
    Marriage Rescue is a reality television series in which Jon Taffer applies his conflict-resolution and turnaround expertise to help struggling married couples repair their relationships.
  • B. A Guide for the Married Man
    A Guide for the Married Man is a 1967 American comedy film that satirically explores the subject of marital infidelity through a series of humorous vignettes.
  • C. The Marriage Playground
    The Marriage Playground is a 1929 American pre-Code drama film best known for featuring actress Lilyan Tashman in a prominent role.
  • D. So This Is Marriage
    So This Is Marriage is a 1924 American silent drama film best known for featuring actress Eleanor Boardman in a leading role.
  • E. Many Marriages
    Many Marriages is a 1923 novel by American author Sherwood Anderson that explores themes of love, sexuality, and personal liberation in small-town Midwestern life.
  • 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: Marriage Boot Camp
Triple: [We TV, notableShow, Marriage Boot Camp]
Generated description
Marriage Boot Camp is a reality television series that follows couples as they undergo intensive relationship counseling and challenges to repair or strengthen their marriages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marriage Boot Camp
Target entity description: Marriage Boot Camp is a reality television series that follows couples as they undergo intensive relationship counseling and challenges to repair or strengthen their marriages.
  • A. Marriage Rescue
    Marriage Rescue is a reality television series in which Jon Taffer applies his conflict-resolution and turnaround expertise to help struggling married couples repair their relationships.
  • B. A Guide for the Married Man
    A Guide for the Married Man is a 1967 American comedy film that satirically explores the subject of marital infidelity through a series of humorous vignettes.
  • C. The Marriage Playground
    The Marriage Playground is a 1929 American pre-Code drama film best known for featuring actress Lilyan Tashman in a prominent role.
  • D. So This Is Marriage
    So This Is Marriage is a 1924 American silent drama film best known for featuring actress Eleanor Boardman in a leading role.
  • E. Many Marriages
    Many Marriages is a 1923 novel by American author Sherwood Anderson that explores themes of love, sexuality, and personal liberation in small-town Midwestern life.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d4c5008190a56ebf8c28f712dc completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe78a76481909622d7a2443cba4d completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf7f96508190a0d9ea3622e1be06 completed May 9, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69ffc00c59f881909c42320f5dcc777b completed May 9, 2026, 11:15 p.m.
Created at: April 10, 2026, 4:53 a.m.