Triple

T6464642
Position Surface form Disambiguated ID Type / Status
Subject The Big Valley E142202 entity
Predicate mainCharacter P1183 FINISHED
Object Audra Barkley
Audra Barkley is a central character in the 1960s Western television series "The Big Valley," known as the spirited and compassionate daughter of the wealthy Barkley family.
 E599265 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: Audra Barkley | Statement: [The Big Valley, mainCharacter, Audra Barkley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Audra Barkley
Context triple: [The Big Valley, mainCharacter, Audra Barkley]
  • A. Ruby Aldridge
    Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
  • B. Ronee Blakley
    Ronee Blakley is an American actress and singer-songwriter best known for her acclaimed role in Robert Altman’s film "Nashville" and her work in music and film during the 1970s.
  • C. Alberta Vaughn
    Alberta Vaughn was an American silent film actress known for her roles in comedy shorts and feature films during the 1920s.
  • D. Earlitha Kelly
    Earlitha "Cookie" Johnson is an American businesswoman, philanthropist, and the longtime wife of basketball legend Magic Johnson.
  • E. Victoria Barkley
    Victoria Barkley is the strong-willed matriarch of the wealthy Barkley family in the classic American Western television series "The Big Valley."
  • 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: Audra Barkley
Triple: [The Big Valley, mainCharacter, Audra Barkley]
Generated description
Audra Barkley is a central character in the 1960s Western television series "The Big Valley," known as the spirited and compassionate daughter of the wealthy Barkley family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Audra Barkley
Target entity description: Audra Barkley is a central character in the 1960s Western television series "The Big Valley," known as the spirited and compassionate daughter of the wealthy Barkley family.
  • A. Ruby Aldridge
    Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
  • B. Ronee Blakley
    Ronee Blakley is an American actress and singer-songwriter best known for her acclaimed role in Robert Altman’s film "Nashville" and her work in music and film during the 1970s.
  • C. Alberta Vaughn
    Alberta Vaughn was an American silent film actress known for her roles in comedy shorts and feature films during the 1920s.
  • D. Earlitha Kelly
    Earlitha "Cookie" Johnson is an American businesswoman, philanthropist, and the longtime wife of basketball legend Magic Johnson.
  • E. Victoria Barkley
    Victoria Barkley is the strong-willed matriarch of the wealthy Barkley family in the classic American Western television series "The Big Valley."
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06a10305081909521ee200cf70a30 completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb02cb3c8190917842bb654326ee completed March 27, 2026, 6:22 p.m.
NEDg Description generation batch_69c6cc960e088190bd9643aa1c46128d completed March 27, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd4d50948190ac60ec518f00e5d8 completed March 27, 2026, 6:32 p.m.
Created at: March 22, 2026, 4:49 p.m.