Triple

T15961899
Position Surface form Disambiguated ID Type / Status
Subject Vanessa Loring E387081 entity
Predicate relationshipDynamic P39999 FINISHED
Object experiences marital strain with Mark Loring
Vanessa Loring is a character from the film "Juno," portrayed as a woman longing to become a mother while facing growing marital tension with her husband, Mark.
E1187037 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: experiences marital strain with Mark Loring | Statement: [Vanessa Loring, relationshipDynamic, experiences marital strain with Mark Loring]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: experiences marital strain with Mark Loring
Context triple: [Vanessa Loring, relationshipDynamic, experiences marital strain with Mark Loring]
  • A. Love, Marriage & Divorce
    Love, Marriage & Divorce is a collaborative R&B studio album by Babyface and Toni Braxton that explores the emotional complexities of romantic relationships.
  • B. 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.
  • C. Irreconcilable Differences
    Irreconcilable Differences is a 1984 American comedy-drama film about a young girl who sues her self-absorbed Hollywood parents for divorce.
  • D. 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.
  • E. highlights themes of marital strain in "The Price"
    Esther Franz is a central character in Arthur Miller's play "The Price," whose interactions and conflicts with her husband underscore the play’s exploration of marital tension and emotional disconnection.
  • 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: experiences marital strain with Mark Loring
Triple: [Vanessa Loring, relationshipDynamic, experiences marital strain with Mark Loring]
Generated description
Vanessa Loring is a character from the film "Juno," portrayed as a woman longing to become a mother while facing growing marital tension with her husband, Mark.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: experiences marital strain with Mark Loring
Target entity description: Vanessa Loring is a character from the film "Juno," portrayed as a woman longing to become a mother while facing growing marital tension with her husband, Mark.
  • A. Love, Marriage & Divorce
    Love, Marriage & Divorce is a collaborative R&B studio album by Babyface and Toni Braxton that explores the emotional complexities of romantic relationships.
  • B. 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.
  • C. Irreconcilable Differences
    Irreconcilable Differences is a 1984 American comedy-drama film about a young girl who sues her self-absorbed Hollywood parents for divorce.
  • D. 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.
  • E. highlights themes of marital strain in "The Price"
    Esther Franz is a central character in Arthur Miller's play "The Price," whose interactions and conflicts with her husband underscore the play’s exploration of marital tension and emotional disconnection.
  • 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_69e15700651c819091c1cc4f60894c35 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe827d248190adbfd41f55638ebd completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbffcbd748190a666eca28cf44ad5 completed May 9, 2026, 11:15 p.m.
NED2 Entity disambiguation (via description) batch_69ffc09df25481908674f306b0f96f95 completed May 9, 2026, 11:17 p.m.
Created at: April 10, 2026, 4:53 a.m.