Triple

T2516294
Position Surface form Disambiguated ID Type / Status
Subject Succession E55419 entity
Predicate mainCharacter P1183 FINISHED
Object Tom Wambsgans
Tom Wambsgans is a central character in the television series "Succession," known as Shiv Roy’s ambitious, often obsequious husband who navigates the ruthless corporate and family politics of Waystar Royco.
E275851 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: Tom Wambsgans | Statement: [Succession, mainCharacter, Tom Wambsgans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Wambsgans
Context triple: [Succession, mainCharacter, Tom Wambsgans]
  • A. Andrew Weisblum
    Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
  • B. Lloyd Vogel
    Lloyd Vogel is the fictional, emotionally troubled journalist protagonist of the film "A Beautiful Day in the Neighborhood," whose life is transformed through his encounters with Fred Rogers.
  • C. Adam Walinsky
    Adam Walinsky is an American lawyer, speechwriter, and political advisor best known for his close work with Robert F. Kennedy during the 1960s.
  • D. Ross Malinger
    Ross Malinger is an American former child actor best known for playing Tom Hanks’s young son in the romantic comedy film "Sleepless in Seattle."
  • E. John Dawson
    John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
  • 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: Tom Wambsgans
Triple: [Succession, mainCharacter, Tom Wambsgans]
Generated description
Tom Wambsgans is a central character in the television series "Succession," known as Shiv Roy’s ambitious, often obsequious husband who navigates the ruthless corporate and family politics of Waystar Royco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Wambsgans
Target entity description: Tom Wambsgans is a central character in the television series "Succession," known as Shiv Roy’s ambitious, often obsequious husband who navigates the ruthless corporate and family politics of Waystar Royco.
  • A. Andrew Weisblum
    Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
  • B. Lloyd Vogel
    Lloyd Vogel is the fictional, emotionally troubled journalist protagonist of the film "A Beautiful Day in the Neighborhood," whose life is transformed through his encounters with Fred Rogers.
  • C. Adam Walinsky
    Adam Walinsky is an American lawyer, speechwriter, and political advisor best known for his close work with Robert F. Kennedy during the 1960s.
  • D. Greg Hoblit
    Greg Hoblit is an American film and television director and producer known for his work on acclaimed series like "Hill Street Blues" and films such as "Primal Fear" and "Frequency."
  • E. Ross Malinger
    Ross Malinger is an American former child actor best known for playing Tom Hanks’s young son in the romantic comedy film "Sleepless in Seattle."
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd20f8d0c8190bfdcb99a12f59d59 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b9aa5cc81908c2e09ce18f2e98e completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af508c28f48190afc4aa1bc3c9adf3 completed March 9, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69af5155f85081908dd4a1859d0f7907 completed March 9, 2026, 11:01 p.m.
Created at: March 6, 2026, 9:46 p.m.