Triple

T6464641
Position Surface form Disambiguated ID Type / Status
Subject The Big Valley E142202 entity
Predicate mainCharacter P1183 FINISHED
Object Heath Barkley
Heath Barkley is a central character in the 1960s Western television series "The Big Valley," known as the tough, illegitimate son of the Barkley family who struggles for acceptance and justice.
E594221 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: Heath Barkley | Statement: [The Big Valley, mainCharacter, Heath Barkley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heath Barkley
Context triple: [The Big Valley, mainCharacter, Heath Barkley]
  • A. Ethan Chandler
    Ethan Chandler is a central character in the horror drama series "Penny Dreadful," portrayed as an American sharpshooter with a dark, supernatural secret.
  • B. Jackson Healy
    Jackson Healy is a tough, no-nonsense enforcer who teams up with a hapless private investigator to unravel a conspiracy in the neo-noir action-comedy film "The Nice Guys."
  • C. Jonas Steele
    Jonas Steele is the central fictional protagonist of the Civil War–era television miniseries "The Blue and the Gray," around whom much of the story’s personal and historical drama revolves.
  • D. Walter Harper
    Walter Harper was an Alaska Native mountaineer best known for being the first person to reach the summit of Denali, North America’s highest peak.
  • E. Dr. Oliver Thredson
    Dr. Oliver Thredson is a central antagonist in the TV series "American Horror Story: Asylum," known as a seemingly compassionate psychiatrist who is later revealed to be the serial killer "Bloody Face."
  • 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: Heath Barkley
Triple: [The Big Valley, mainCharacter, Heath Barkley]
Generated description
Heath Barkley is a central character in the 1960s Western television series "The Big Valley," known as the tough, illegitimate son of the Barkley family who struggles for acceptance and justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heath Barkley
Target entity description: Heath Barkley is a central character in the 1960s Western television series "The Big Valley," known as the tough, illegitimate son of the Barkley family who struggles for acceptance and justice.
  • A. Ethan Chandler
    Ethan Chandler is a central character in the horror drama series "Penny Dreadful," portrayed as an American sharpshooter with a dark, supernatural secret.
  • B. Jackson Healy
    Jackson Healy is a tough, no-nonsense enforcer who teams up with a hapless private investigator to unravel a conspiracy in the neo-noir action-comedy film "The Nice Guys."
  • C. Jonas Steele
    Jonas Steele is the central fictional protagonist of the Civil War–era television miniseries "The Blue and the Gray," around whom much of the story’s personal and historical drama revolves.
  • D. Walter Harper
    Walter Harper was an Alaska Native mountaineer best known for being the first person to reach the summit of Denali, North America’s highest peak.
  • E. Dr. Oliver Thredson
    Dr. Oliver Thredson is a central antagonist in the TV series "American Horror Story: Asylum," known as a seemingly compassionate psychiatrist who is later revealed to be the serial killer "Bloody Face."
  • 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.