Triple

T12686373
Position Surface form Disambiguated ID Type / Status
Subject Brad Falchuk E303079 entity
Predicate familyName P18 FINISHED
Object Falchuk
Falchuk is a surname most notably associated with American television writer, director, and producer Brad Falchuk, co-creator of series such as Glee and American Horror Story.
 E998936 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: Falchuk | Statement: [Brad Falchuk, familyName, Falchuk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Falchuk
Context triple: [Brad Falchuk, familyName, Falchuk]
  • A. Mezvinsky
    Mezvinsky is a surname most prominently associated with the American political family connected to Chelsea Clinton through her husband, Marc Mezvinsky.
  • B. Garfinkle
    Garfinkle is the original surname of American actor John Garfield, a prominent film star of the 1930s and 1940s known for his intense, naturalistic performances.
  • C. Fulman
    Fulman is a surname that may refer to individuals such as Jason Fulman and others who share this family name.
  • D. Yutz
    Yutz is a commune in northeastern France situated in the Moselle department, known for its residential character and proximity to the city of Thionville.
  • E. Rothkowitz
    Rothkowitz is the original family surname of the abstract expressionist painter Mark Rothko, reflecting his Eastern European Jewish heritage.
  • 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: Falchuk
Triple: [Brad Falchuk, familyName, Falchuk]
Generated description
Falchuk is a surname most notably associated with American television writer, director, and producer Brad Falchuk, co-creator of series such as Glee and American Horror Story.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Falchuk
Target entity description: Falchuk is a surname most notably associated with American television writer, director, and producer Brad Falchuk, co-creator of series such as Glee and American Horror Story.
  • A. Mezvinsky
    Mezvinsky is a surname most prominently associated with the American political family connected to Chelsea Clinton through her husband, Marc Mezvinsky.
  • B. Garfinkle
    Garfinkle is the original surname of American actor John Garfield, a prominent film star of the 1930s and 1940s known for his intense, naturalistic performances.
  • C. Fulman
    Fulman is a surname that may refer to individuals such as Jason Fulman and others who share this family name.
  • D. Yutz
    Yutz is a commune in northeastern France situated in the Moselle department, known for its residential character and proximity to the city of Thionville.
  • E. Rothkowitz
    Rothkowitz is the original family surname of the abstract expressionist painter Mark Rothko, reflecting his Eastern European Jewish heritage.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961d7cd4c81909521839ef5859799 completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671a8f068819086e2191439607f76 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6749c2ddc8190945270e6e5b210dd completed May 2, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:21 p.m.