Triple

T6464640
Position Surface form Disambiguated ID Type / Status
Subject The Big Valley E142202 entity
Predicate mainCharacter P1183 FINISHED
Object Nick Barkley
Nick Barkley is a hot-tempered but loyal rancher and one of the central members of the Barkley family in the classic Western television series "The Big Valley."
 E594220 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: Nick Barkley | Statement: [The Big Valley, mainCharacter, Nick Barkley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nick Barkley
Context triple: [The Big Valley, mainCharacter, Nick Barkley]
  • A. Josh Bryant
    Josh Bryant is an American musician and guitarist best known as the husband of Broadway and television star Kristin Chenoweth.
  • B. Jack Dunphy
    Jack Dunphy was an American novelist and playwright best known for his long-term romantic and literary partnership with Truman Capote.
  • C. J.T. Bates
    J.T. Bates is an American drummer and percussionist known for his work in jazz, experimental, and indie music scenes.
  • D. Mark Breland
    Mark Breland is an American former professional boxer and 1984 Olympic gold medalist in the welterweight division, later known as a respected boxing trainer.
  • E. Brandon Bass
    Brandon Bass is an American former NBA power forward who also played professionally overseas, including a stint in the Chinese Basketball Association.
  • 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: Nick Barkley
Triple: [The Big Valley, mainCharacter, Nick Barkley]
Generated description
Nick Barkley is a hot-tempered but loyal rancher and one of the central members of the Barkley family in the classic Western television series "The Big Valley."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nick Barkley
Target entity description: Nick Barkley is a hot-tempered but loyal rancher and one of the central members of the Barkley family in the classic Western television series "The Big Valley."
  • A. Josh Bryant
    Josh Bryant is an American musician and guitarist best known as the husband of Broadway and television star Kristin Chenoweth.
  • B. Jack Dunphy
    Jack Dunphy was an American novelist and playwright best known for his long-term romantic and literary partnership with Truman Capote.
  • C. J.T. Bates
    J.T. Bates is an American drummer and percussionist known for his work in jazz, experimental, and indie music scenes.
  • D. Mark Breland
    Mark Breland is an American former professional boxer and 1984 Olympic gold medalist in the welterweight division, later known as a respected boxing trainer.
  • E. Brandon Bass
    Brandon Bass is an American former NBA power forward who also played professionally overseas, including a stint in the Chinese Basketball Association.
  • 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_69c64be78ae48190b38390ed245694fb completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64cd369048190bc0702592083a909 completed March 27, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c64d911a1881908b280636365a4858 completed March 27, 2026, 9:27 a.m.
Created at: March 22, 2026, 4:49 p.m.