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.