Triple

T10792729
Position Surface form Disambiguated ID Type / Status
Subject Heather Dubrow E254621 entity
Predicate seasonOfRealHousewivesAppearance P14029 FINISHED
Object The Real Housewives of Orange County season 7
The Real Housewives of Orange County season 7 is a reality TV season that follows the personal and social lives of affluent women in Orange County, California, as part of Bravo’s long-running Real Housewives franchise.
E885409 NE FINISHED

How this triple was built (5 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: The Real Housewives of Orange County season 7 | Statement: [Heather Dubrow, seasonOfRealHousewivesAppearance, The Real Housewives of Orange County season 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Real Housewives of Orange County season 7
Context triple: [Heather Dubrow, seasonOfRealHousewivesAppearance, The Real Housewives of Orange County season 7]
  • A. The Real Housewives
    The Real Housewives is a popular American reality television franchise that follows the personal and professional lives of affluent women in various cities.
  • B. The Hotwives of Orlando
    The Hotwives of Orlando is a satirical comedy series that parodies reality TV housewife franchises, featuring an ensemble cast of comedians including Michael Ian Black.
  • C. The Real Housewives of Atlanta
    The Real Housewives of Atlanta is a reality television series that follows the personal and professional lives of affluent women in Atlanta, Georgia, and is one of the most popular installments in the Real Housewives franchise.
  • D. Desperate Housewives
    Desperate Housewives is a popular American television dramedy series that follows the intertwined lives, secrets, and scandals of suburban women living on Wisteria Lane.
  • E. Real Husbands of Hollywood
    Real Husbands of Hollywood is a parody reality television series created by and starring Kevin Hart that humorously exaggerates the lives and relationships of celebrity husbands in Hollywood.
  • 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: The Real Housewives of Orange County season 7
Triple: [Heather Dubrow, seasonOfRealHousewivesAppearance, The Real Housewives of Orange County season 7]
Generated description
The Real Housewives of Orange County season 7 is a reality TV season that follows the personal and social lives of affluent women in Orange County, California, as part of Bravo’s long-running Real Housewives franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Real Housewives of Orange County season 7
Target entity description: The Real Housewives of Orange County season 7 is a reality TV season that follows the personal and social lives of affluent women in Orange County, California, as part of Bravo’s long-running Real Housewives franchise.
  • A. The Real Housewives
    The Real Housewives is a popular American reality television franchise that follows the personal and professional lives of affluent women in various cities.
  • B. The Hotwives of Orlando
    The Hotwives of Orlando is a satirical comedy series that parodies reality TV housewife franchises, featuring an ensemble cast of comedians including Michael Ian Black.
  • C. The Real Housewives of Atlanta
    The Real Housewives of Atlanta is a reality television series that follows the personal and professional lives of affluent women in Atlanta, Georgia, and is one of the most popular installments in the Real Housewives franchise.
  • D. Desperate Housewives
    Desperate Housewives is a popular American television dramedy series that follows the intertwined lives, secrets, and scandals of suburban women living on Wisteria Lane.
  • E. Real Husbands of Hollywood
    Real Husbands of Hollywood is a parody reality television series created by and starring Kevin Hart that humorously exaggerates the lives and relationships of celebrity husbands in Hollywood.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: seasonOfRealHousewivesAppearance
Context triple: [Heather Dubrow, seasonOfRealHousewivesAppearance, The Real Housewives of Orange County season 7]
  • A. isMultiSeasonParticipantOf
    Indicates that an entity has participated in the related entity across multiple seasons or iterations.
  • B. playedInSeason chosen
    Indicates that an entity (such as a player or participant) took part in or was active during a specific season.
  • C. hasRealityTVSeries
    Indicates that an entity is the subject or focus of a reality television series.
  • D. playsInSeason
    Indicates that an entity participates or performs in a specific season of an ongoing series, competition, or event.
  • E. networkOfRealityShow
    Indicates that a particular reality show is broadcast or produced by a specific television network.
  • F. None of above.

Provenance (6 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f7ad408190af4727dd9d459498 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de564748ac8190beaaea44bb2d95ed completed April 14, 2026, 2:59 p.m.
NEDg Description generation batch_69de5eae7ab88190a0c512cfe61e3458 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de60907e1081908405b6d71adbd388 completed April 14, 2026, 3:43 p.m.
PD Predicate disambiguation batch_69d6f316940c819092a96c429629fdef completed April 9, 2026, 12:30 a.m.
Created at: April 8, 2026, 9:17 p.m.