Triple

T17255915
Position Surface form Disambiguated ID Type / Status
Subject Hope Logan E418878 entity
Predicate child P120 FINISHED
Object Beth Spencer
Beth Spencer is a fictional child character on the soap opera "The Bold and the Beautiful," known as the daughter of Hope Logan and Liam Spencer.
E1326271 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: Beth Spencer | Statement: [Hope Logan, child, Beth Spencer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beth Spencer
Context triple: [Hope Logan, child, Beth Spencer]
  • A. Kelly Spencer
    Kelly Spencer is a fictional child character on the soap opera "The Bold and the Beautiful," known as the daughter of Steffy Forrester and Liam Spencer.
  • B. Danielle Spencer
    Danielle Spencer is an Australian actress and singer-songwriter best known for her work in film and music as well as her long-term relationship with actor Russell Crowe.
  • C. Kassie DePaiva
    Kassie DePaiva is an American actress and singer best known for her long-running role on the soap opera "One Life to Live."
  • D. Christine Goad
    Christine Goad was the wife of Italian-English novelist and adventure writer Rafael Sabatini.
  • E. Calista Flockhart
    Calista Flockhart is an American actress best known for her title role as a quirky lawyer in the television series "Ally McBeal."
  • 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: Beth Spencer
Triple: [Hope Logan, child, Beth Spencer]
Generated description
Beth Spencer is a fictional child character on the soap opera "The Bold and the Beautiful," known as the daughter of Hope Logan and Liam Spencer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beth Spencer
Target entity description: Beth Spencer is a fictional child character on the soap opera "The Bold and the Beautiful," known as the daughter of Hope Logan and Liam Spencer.
  • A. Kelly Spencer
    Kelly Spencer is a fictional child character on the soap opera "The Bold and the Beautiful," known as the daughter of Steffy Forrester and Liam Spencer.
  • B. Danielle Spencer
    Danielle Spencer is an Australian actress and singer-songwriter best known for her work in film and music as well as her long-term relationship with actor Russell Crowe.
  • C. Kassie DePaiva
    Kassie DePaiva is an American actress and singer best known for her long-running role on the soap opera "One Life to Live."
  • D. Christine Goad
    Christine Goad was the wife of Italian-English novelist and adventure writer Rafael Sabatini.
  • E. Calista Flockhart
    Calista Flockhart is an American actress best known for her title role as a quirky lawyer in the television series "Ally McBeal."
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42e6ceb9c8190a4eeaf10e90cd5a0 completed April 19, 2026, 1:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a043f0c431881909dc033b16cee1634 completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a04407a51608190ba78d2c5337dd13f completed May 13, 2026, 9:12 a.m.
NED2 Entity disambiguation (via description) batch_6a04412ce3d481909044236be107de8d completed May 13, 2026, 9:15 a.m.
Created at: April 10, 2026, 5:39 a.m.