Triple

T18474810
Position Surface form Disambiguated ID Type / Status
Subject Josh Stamberg E451401 entity
Predicate characterInWork P12208 FINISHED
Object Max Cadman in The Affair
Max Cadman in *The Affair* is a recurring character portrayed as a wealthy, somewhat morally ambiguous friend whose personal and financial entanglements complicate the lives of the main characters.
E1326663 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: Max Cadman in The Affair | Statement: [Josh Stamberg, characterInWork, Max Cadman in The Affair]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Max Cadman in The Affair
Context triple: [Josh Stamberg, characterInWork, Max Cadman in The Affair]
  • A. Radclyffe Cadman
    Radclyffe Cadman was a political figure known for establishing the New Republic Party.
  • B. Cass Winthrop
    Cass Winthrop is a charismatic, quick-witted lawyer and longtime central character from the soap opera "Another World."
  • C. Ransom Stoddard
    Ransom Stoddard is a principled lawyer-turned-politician in the classic Western film "The Man Who Shot Liberty Valance," whose rise to fame is built on a legendary but misunderstood act of frontier justice.
  • D. Roderick Kinney
    Roderick Kinney is an individual notable enough to be specifically identified as a bearer of the Kinney surname.
  • E. Sam Farrar
    Sam Farrar is an American musician, songwriter, and producer best known as a touring and later official member of the pop rock band Maroon 5.
  • 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: Max Cadman in The Affair
Triple: [Josh Stamberg, characterInWork, Max Cadman in The Affair]
Generated description
Max Cadman in *The Affair* is a recurring character portrayed as a wealthy, somewhat morally ambiguous friend whose personal and financial entanglements complicate the lives of the main characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Max Cadman in The Affair
Target entity description: Max Cadman in *The Affair* is a recurring character portrayed as a wealthy, somewhat morally ambiguous friend whose personal and financial entanglements complicate the lives of the main characters.
  • A. Radclyffe Cadman
    Radclyffe Cadman was a political figure known for establishing the New Republic Party.
  • B. Cass Winthrop
    Cass Winthrop is a charismatic, quick-witted lawyer and longtime central character from the soap opera "Another World."
  • C. Ransom Stoddard
    Ransom Stoddard is a principled lawyer-turned-politician in the classic Western film "The Man Who Shot Liberty Valance," whose rise to fame is built on a legendary but misunderstood act of frontier justice.
  • D. Roderick Kinney
    Roderick Kinney is an individual notable enough to be specifically identified as a bearer of the Kinney surname.
  • E. Sam Farrar
    Sam Farrar is an American musician, songwriter, and producer best known as a touring and later official member of the pop rock band Maroon 5.
  • 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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53062387481909d4503fc963f9913 completed April 19, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f2ae2888190ae12fee12cf419ff completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a043fd646b88190b0d232e740ae22ba completed May 13, 2026, 9:09 a.m.
NED2 Entity disambiguation (via description) batch_6a04403951608190bc24c914175f18bc completed May 13, 2026, 9:11 a.m.
Created at: April 10, 2026, 11:34 a.m.