Triple

T14765597
Position Surface form Disambiguated ID Type / Status
Subject Teen Wolf Too E346984 entity
Predicate starring P1507 FINISHED
Object Stuart Fratkin
Stuart Fratkin is an American actor best known for his comedic roles in 1980s and 1990s film and television.
 E1120948 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: Stuart Fratkin | Statement: [Teen Wolf Too, starring, Stuart Fratkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stuart Fratkin
Context triple: [Teen Wolf Too, starring, Stuart Fratkin]
  • A. Sam Koppelman
    Sam Koppelman is an American writer and political speechwriter known for co-authoring books with figures like Beto O’Rourke and for his work on voting rights and democracy.
  • B. David Frankel
    David Frankel is an American film and television director best known for helming popular works such as "The Devil Wears Prada" and episodes of "Sex and the City."
  • C. Stuart Dunmeyer
    Stuart Dunmeyer is a wealthy, charming businessman who becomes the love interest of Miranda Hillard in the 1993 comedy film "Mrs. Doubtfire."
  • D. Steven DeRose
    Steven DeRose is a computer scientist and linguist known for his influential work in digital text encoding and markup languages, particularly in the development and standardization of XML-related technologies.
  • E. Jeffrey Abrams
    Jeffrey Abrams is an actor known for his supporting role in the romantic comedy film "Two Weeks Notice."
  • 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: Stuart Fratkin
Triple: [Teen Wolf Too, starring, Stuart Fratkin]
Generated description
Stuart Fratkin is an American actor best known for his comedic roles in 1980s and 1990s film and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stuart Fratkin
Target entity description: Stuart Fratkin is an American actor best known for his comedic roles in 1980s and 1990s film and television.
  • A. Sam Koppelman
    Sam Koppelman is an American writer and political speechwriter known for co-authoring books with figures like Beto O’Rourke and for his work on voting rights and democracy.
  • B. David Frankel
    David Frankel is an American film and television director best known for helming popular works such as "The Devil Wears Prada" and episodes of "Sex and the City."
  • C. Stuart Dunmeyer
    Stuart Dunmeyer is a wealthy, charming businessman who becomes the love interest of Miranda Hillard in the 1993 comedy film "Mrs. Doubtfire."
  • D. Steven DeRose
    Steven DeRose is a computer scientist and linguist known for his influential work in digital text encoding and markup languages, particularly in the development and standardization of XML-related technologies.
  • E. Jeffrey Abrams
    Jeffrey Abrams is an actor known for his supporting role in the romantic comedy film "Two Weeks Notice."
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f576c881909da70627f5897c94 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24b1ff0c81908d5dffbaf86c3ca3 completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe2689cae08190a116c5bef5341bb1 completed May 8, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69fe27149f688190ba8a531bb458c3a9 completed May 8, 2026, 6:10 p.m.
Created at: April 10, 2026, 1:30 a.m.