Triple

T22608005
Position Surface form Disambiguated ID Type / Status
Subject Love Takes Wing E566616 entity
Predicate partOfSeries P1761 FINISHED
Object Love Comes Softly film series
The Love Comes Softly film series is a collection of Christian-themed historical romance movies, based on Janette Oke’s novels, that follow interconnected pioneer families navigating love, loss, and faith on the American frontier.
E1545928 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 Comes Softly film series | Statement: [Love Takes Wing, partOfSeries, Love Comes Softly film series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love Comes Softly film series
Context triple: [Love Takes Wing, partOfSeries, Love Comes Softly film series]
  • A. Grace of My Heart
    Grace of My Heart is a 1996 musical drama film that follows a talented singer-songwriter’s rise through the 1950s–60s pop music industry, loosely inspired by the life of Carole King.
  • B. 1956 film Friendly Persuasion
    The 1956 film "Friendly Persuasion" is an American Civil War–era drama about a pacifist Quaker family whose beliefs are tested by the conflict around them.
  • C. Frenchman’s Creek
    Frenchman’s Creek is a historical romance novel by Daphne du Maurier about an aristocratic woman who escapes her stifling life to embark on a passionate adventure with a French pirate in 17th-century Cornwall.
  • D. Written on the Wind
    Written on the Wind is a 1956 Technicolor melodrama directed by Douglas Sirk, renowned for its lush visual style and emotionally charged tale of a wealthy Texas oil family’s turmoil.
  • E. Moonlight and Magnolias
    Moonlight and Magnolias is a stage comedy by Ron Hutchinson that humorously dramatizes the chaotic, behind-the-scenes rewriting of the screenplay for the classic film Gone with the Wind.
  • 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 Comes Softly film series
Triple: [Love Takes Wing, partOfSeries, Love Comes Softly film series]
Generated description
The Love Comes Softly film series is a collection of Christian-themed historical romance movies, based on Janette Oke’s novels, that follow interconnected pioneer families navigating love, loss, and faith on the American frontier.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Love Comes Softly film series
Target entity description: The Love Comes Softly film series is a collection of Christian-themed historical romance movies, based on Janette Oke’s novels, that follow interconnected pioneer families navigating love, loss, and faith on the American frontier.
  • A. Grace of My Heart
    Grace of My Heart is a 1996 musical drama film that follows a talented singer-songwriter’s rise through the 1950s–60s pop music industry, loosely inspired by the life of Carole King.
  • B. 1956 film Friendly Persuasion
    The 1956 film "Friendly Persuasion" is an American Civil War–era drama about a pacifist Quaker family whose beliefs are tested by the conflict around them.
  • C. Frenchman’s Creek
    Frenchman’s Creek is a historical romance novel by Daphne du Maurier about an aristocratic woman who escapes her stifling life to embark on a passionate adventure with a French pirate in 17th-century Cornwall.
  • D. Written on the Wind
    Written on the Wind is a 1956 Technicolor melodrama directed by Douglas Sirk, renowned for its lush visual style and emotionally charged tale of a wealthy Texas oil family’s turmoil.
  • E. Moonlight and Magnolias
    Moonlight and Magnolias is a stage comedy by Ron Hutchinson that humorously dramatizes the chaotic, behind-the-scenes rewriting of the screenplay for the classic film Gone with the Wind.
  • 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_69e245884860819081046ce07d5872c4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f167e75658819089153eab7563540c completed April 29, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4df957fc8190a4bb951dde3765a4 completed May 18, 2026, 5:35 p.m.
NEDg Description generation batch_6a0b50387eb08190ac727f02113aabfe completed May 18, 2026, 5:45 p.m.
NED2 Entity disambiguation (via description) batch_6a0b5081eff08190b4d626bf7469e50c completed May 18, 2026, 5:46 p.m.
Created at: April 17, 2026, 2:55 p.m.