Triple

T12947537
Position Surface form Disambiguated ID Type / Status
Subject Stuck in Love E309807 entity
Predicate hasCharacter P2308 FINISHED
Object Samantha Borgens
Samantha Borgens is a central character in the romantic drama film "Stuck in Love," portrayed as a sharp, emotionally guarded young writer navigating complicated family and romantic relationships.
E1120904 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: Samantha Borgens | Statement: [Stuck in Love, hasCharacter, Samantha Borgens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samantha Borgens
Context triple: [Stuck in Love, hasCharacter, Samantha Borgens]
  • A. Samantha Bryant
    Samantha Bryant is an American publicist and former production assistant best known as the wife of actor Colin Hanks.
  • B. Samantha Boscarino
    Samantha Boscarino is an American actress best known for her roles in teen-oriented television series and films, including a starring role on Nickelodeon’s "How to Rock."
  • C. Samantha Lemole
    Samantha Lemole is an actress best known for her role in the horror film "Saw VI."
  • D. Samantha Thompson
    Samantha Thompson is known as the daughter of American politician and former Illinois governor James R. Thompson.
  • E. Samantha Anderson
    Samantha Anderson is the daughter of the late American character actress Conchata Ferrell, best known for her role as Berta on the sitcom "Two and a Half Men."
  • 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: Samantha Borgens
Triple: [Stuck in Love, hasCharacter, Samantha Borgens]
Generated description
Samantha Borgens is a central character in the romantic drama film "Stuck in Love," portrayed as a sharp, emotionally guarded young writer navigating complicated family and romantic relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samantha Borgens
Target entity description: Samantha Borgens is a central character in the romantic drama film "Stuck in Love," portrayed as a sharp, emotionally guarded young writer navigating complicated family and romantic relationships.
  • A. Samantha Bryant
    Samantha Bryant is an American publicist and former production assistant best known as the wife of actor Colin Hanks.
  • B. Samantha Boscarino
    Samantha Boscarino is an American actress best known for her roles in teen-oriented television series and films, including a starring role on Nickelodeon’s "How to Rock."
  • C. Samantha Lemole
    Samantha Lemole is an actress best known for her role in the horror film "Saw VI."
  • D. Samantha Thompson
    Samantha Thompson is known as the daughter of American politician and former Illinois governor James R. Thompson.
  • E. Samantha Anderson
    Samantha Anderson is the daughter of the late American character actress Conchata Ferrell, best known for her role as Berta on the sitcom "Two and a Half Men."
  • 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_69d7bdfb57a88190836b743e2825feca completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97e1c67b8819094e5243267f93ce2 completed April 10, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe249a972081909b30302865396eb1 completed May 8, 2026, 5:59 p.m.
NEDg Description generation batch_69fe287b10ec8190a3d01ff4c2c91a7f completed May 8, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_69fe28f5aa7c819098fcab8c9e448d99 completed May 8, 2026, 6:18 p.m.
Created at: April 9, 2026, 5:43 p.m.