Triple

T6959988
Position Surface form Disambiguated ID Type / Status
Subject Balthazar Getty E161344 entity
Predicate role P268 FINISHED
Object Tommy Walker in Brothers & Sisters (TV series)
Tommy Walker is a central character on the family drama series "Brothers & Sisters," known as one of the Walker siblings whose personal and professional struggles drive many of the show's key storylines.
 E631043 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: Tommy Walker in Brothers & Sisters (TV series) | Statement: [Balthazar Getty, role, Tommy Walker in Brothers & Sisters (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tommy Walker in Brothers & Sisters (TV series)
Context triple: [Balthazar Getty, role, Tommy Walker in Brothers & Sisters (TV series)]
  • A. Kevin Walker in Brothers & Sisters
    Kevin Walker in Brothers & Sisters is a central character on the family drama series, portrayed as a witty, openly gay lawyer navigating complex personal and family relationships.
  • B. Brothers & Sisters
    Brothers & Sisters is an American family drama television series that follows the lives, secrets, and relationships of the Walker family in California.
  • C. Tommy Donnelly in The Black Donnellys
    Tommy Donnelly is the conflicted, morally torn leader of his Irish-American brothers in the crime drama series "The Black Donnellys," struggling to protect his family while being drawn deeper into organized crime.
  • D. Tommy Lister Jr.
    Tommy Lister Jr. was an American character actor and former professional wrestler best known for his imposing presence in films such as "Friday" and for portraying the villain Zeus in the World Wrestling Federation.
  • E. Randall McCoy in Hatfields & McCoys
    Randall McCoy in *Hatfields & McCoys* is the deeply religious but stubborn patriarch of the McCoy family whose feud with the neighboring Hatfields drives the central conflict of the miniseries.
  • 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: Tommy Walker in Brothers & Sisters (TV series)
Triple: [Balthazar Getty, role, Tommy Walker in Brothers & Sisters (TV series)]
Generated description
Tommy Walker is a central character on the family drama series "Brothers & Sisters," known as one of the Walker siblings whose personal and professional struggles drive many of the show's key storylines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tommy Walker in Brothers & Sisters (TV series)
Target entity description: Tommy Walker is a central character on the family drama series "Brothers & Sisters," known as one of the Walker siblings whose personal and professional struggles drive many of the show's key storylines.
  • A. Kevin Walker in Brothers & Sisters
    Kevin Walker in Brothers & Sisters is a central character on the family drama series, portrayed as a witty, openly gay lawyer navigating complex personal and family relationships.
  • B. Brothers & Sisters
    Brothers & Sisters is an American family drama television series that follows the lives, secrets, and relationships of the Walker family in California.
  • C. Tommy Donnelly in The Black Donnellys
    Tommy Donnelly is the conflicted, morally torn leader of his Irish-American brothers in the crime drama series "The Black Donnellys," struggling to protect his family while being drawn deeper into organized crime.
  • D. Tommy Lister Jr.
    Tommy Lister Jr. was an American character actor and former professional wrestler best known for his imposing presence in films such as "Friday" and for portraying the villain Zeus in the World Wrestling Federation.
  • E. Randall McCoy in Hatfields & McCoys
    Randall McCoy in *Hatfields & McCoys* is the deeply religious but stubborn patriarch of the McCoy family whose feud with the neighboring Hatfields drives the central conflict of the miniseries.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6daedbb4c8190b46846fb1265b937 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7589892888190bf240bdbf107efcc completed March 28, 2026, 4:27 a.m.
NEDg Description generation batch_69c7596571a48190a8a04b9b24b5e4cb completed March 28, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69c75a57dc308190a691d3ae55cc39ef completed March 28, 2026, 4:34 a.m.
Created at: March 27, 2026, 2:29 p.m.