Triple

T9060275
Position Surface form Disambiguated ID Type / Status
Subject Love & Marriage: Huntsville E217102 entity
Predicate partOfFranchise P1925 FINISHED
Object Love & Marriage franchise
The Love & Marriage franchise is a reality television series brand on OWN that follows the personal and professional lives of African-American couples navigating relationships, business, and social dynamics in different U.S. cities.
E774947 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: Love & Marriage franchise | Statement: [Love & Marriage: Huntsville, partOfFranchise, Love & Marriage franchise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love & Marriage franchise
Context triple: [Love & Marriage: Huntsville, partOfFranchise, Love & Marriage franchise]
  • A. Son in Law
    "Son in Law" is a 1993 American comedy film starring Pauly Shore as a flamboyant college student who clashes with his girlfriend’s conservative rural family during a Thanksgiving visit.
  • B. Love, Inc.
    Love, Inc. is an American television sitcom that follows a group of dating consultants as they help clients find love while navigating their own romantic lives.
  • C. 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.
  • D. "Love and Marriage"
    "Love and Marriage" is a classic song by Frank Sinatra that became widely recognized as the theme music for the sitcom *Married... with Children*.
  • E. Bride Wars
    Bride Wars is a 2009 romantic comedy film about two best friends who become rivals when their weddings are accidentally scheduled for the same day.
  • 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: Love & Marriage franchise
Triple: [Love & Marriage: Huntsville, partOfFranchise, Love & Marriage franchise]
Generated description
The Love & Marriage franchise is a reality television series brand on OWN that follows the personal and professional lives of African-American couples navigating relationships, business, and social dynamics in different U.S. cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Love & Marriage franchise
Target entity description: The Love & Marriage franchise is a reality television series brand on OWN that follows the personal and professional lives of African-American couples navigating relationships, business, and social dynamics in different U.S. cities.
  • A. Son in Law
    "Son in Law" is a 1993 American comedy film starring Pauly Shore as a flamboyant college student who clashes with his girlfriend’s conservative rural family during a Thanksgiving visit.
  • B. Love, Inc.
    Love, Inc. is an American television sitcom that follows a group of dating consultants as they help clients find love while navigating their own romantic lives.
  • C. 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.
  • D. "Love and Marriage"
    "Love and Marriage" is a classic song by Frank Sinatra that became widely recognized as the theme music for the sitcom *Married... with Children*.
  • E. Bride Wars
    Bride Wars is a 2009 romantic comedy film about two best friends who become rivals when their weddings are accidentally scheduled for the same day.
  • 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_69ca83d4425481909a319dab847724ec completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7eca6d8c8190b1a11a60d6649f78 completed April 1, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebeceab88190b1f4bc0bc6a4c389 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfed5cce7481908f1d2aec827bee3a completed April 3, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69cfee51f2348190825080046650836b completed April 3, 2026, 4:44 p.m.
Created at: March 30, 2026, 7:10 p.m.