Triple

T13492907
Position Surface form Disambiguated ID Type / Status
Subject Gray Mountain E320680 entity
Predicate mainCharacter P1183 FINISHED
Object Samantha Kofer
Samantha Kofer is the young New York lawyer who becomes the central protagonist in John Grisham’s legal thriller "Gray Mountain," navigating small-town justice and corporate corruption in Appalachia.
E1181971 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: Samantha Kofer | Statement: [Gray Mountain, mainCharacter, Samantha Kofer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samantha Kofer
Context triple: [Gray Mountain, mainCharacter, Samantha Kofer]
  • A. Samantha Nisenboim
    Samantha Nisenboim is a film producer known for her work on the 2023 horror-comedy movie "Renfield."
  • B. Samantha Strauss
    Samantha Strauss is an Australian screenwriter and producer best known for creating the TV series "Dance Academy" and working on various acclaimed drama projects.
  • C. Samantha Cohen
    Samantha Cohen is known as the daughter of Michael Cohen, the former personal attorney to Donald Trump who became a prominent figure in investigations related to the Trump presidency.
  • D. Samantha Isler
    Samantha Isler is an American actress best known for her roles in film and television, including a prominent part in the drama-comedy "Captain Fantastic."
  • E. Samantha Busch
    Samantha Busch is an American lifestyle blogger, entrepreneur, and infertility awareness advocate best known for her public presence alongside NASCAR driver Kyle Busch.
  • 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: Samantha Kofer
Triple: [Gray Mountain, mainCharacter, Samantha Kofer]
Generated description
Samantha Kofer is the young New York lawyer who becomes the central protagonist in John Grisham’s legal thriller "Gray Mountain," navigating small-town justice and corporate corruption in Appalachia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samantha Kofer
Target entity description: Samantha Kofer is the young New York lawyer who becomes the central protagonist in John Grisham’s legal thriller "Gray Mountain," navigating small-town justice and corporate corruption in Appalachia.
  • A. Samantha Nisenboim
    Samantha Nisenboim is a film producer known for her work on the 2023 horror-comedy movie "Renfield."
  • B. Samantha Strauss
    Samantha Strauss is an Australian screenwriter and producer best known for creating the TV series "Dance Academy" and working on various acclaimed drama projects.
  • C. Samantha Cohen
    Samantha Cohen is known as the daughter of Michael Cohen, the former personal attorney to Donald Trump who became a prominent figure in investigations related to the Trump presidency.
  • D. Samantha Isler
    Samantha Isler is an American actress best known for her roles in film and television, including a prominent part in the drama-comedy "Captain Fantastic."
  • E. Samantha Busch
    Samantha Busch is an American lifestyle blogger, entrepreneur, and infertility awareness advocate best known for her public presence alongside NASCAR driver Kyle Busch.
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf4c66008190b287e0551889d7c8 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa92635b08190a333702bec5b94e9 completed May 9, 2026, 9:37 p.m.
NEDg Description generation batch_69ffaae751108190af653b2c9b9d3b8b completed May 9, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69ffab58e7e481908a13b739e0401b8b completed May 9, 2026, 9:47 p.m.
Created at: April 9, 2026, 9:43 p.m.