Triple

T14766367
Position Surface form Disambiguated ID Type / Status
Subject Benched E347005 entity
Predicate starring P1507 FINISHED
Object Maria Bamford
Maria Bamford is an American stand-up comedian and actress known for her surreal, self-deprecating humor and candid exploration of mental health in her work.
E1121420 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: Maria Bamford | Statement: [Benched, starring, Maria Bamford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maria Bamford
Context triple: [Benched, starring, Maria Bamford]
  • A. Jenny Slate
    Jenny Slate is an American actress, comedian, and writer known for her distinctive voice work in animated films and series as well as roles in indie comedies and television.
  • B. Kristen Schaal
    Kristen Schaal is an American actress, comedian, and voice artist known for her distinctive voice and roles in series like "Flight of the Conchords," "Bob's Burgers," and "The Last Man on Earth."
  • C. Natasha Leggero
    Natasha Leggero is an American comedian, actress, and writer known for her sharp, satirical stand-up and numerous television and film comedy roles.
  • D. Sarah Silverman
    Sarah Silverman is an American stand-up comedian, actress, and writer known for her sharp, provocative humor and appearances in film and television.
  • E. Jen Silverman
    Jen Silverman is an American playwright, novelist, and screenwriter known for darkly comic, genre-blurring works that explore identity, queerness, and the uncanny.
  • 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: Maria Bamford
Triple: [Benched, starring, Maria Bamford]
Generated description
Maria Bamford is an American stand-up comedian and actress known for her surreal, self-deprecating humor and candid exploration of mental health in her work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maria Bamford
Target entity description: Maria Bamford is an American stand-up comedian and actress known for her surreal, self-deprecating humor and candid exploration of mental health in her work.
  • A. Jenny Slate
    Jenny Slate is an American actress, comedian, and writer known for her distinctive voice work in animated films and series as well as roles in indie comedies and television.
  • B. Kristen Schaal
    Kristen Schaal is an American actress, comedian, and voice artist known for her distinctive voice and roles in series like "Flight of the Conchords," "Bob's Burgers," and "The Last Man on Earth."
  • C. Natasha Leggero
    Natasha Leggero is an American comedian, actress, and writer known for her sharp, satirical stand-up and numerous television and film comedy roles.
  • D. Sarah Silverman
    Sarah Silverman is an American stand-up comedian, actress, and writer known for her sharp, provocative humor and appearances in film and television.
  • E. Jen Silverman
    Jen Silverman is an American playwright, novelist, and screenwriter known for darkly comic, genre-blurring works that explore identity, queerness, and the uncanny.
  • 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_69fe388aeb9c819099a987a819959479 completed May 8, 2026, 7:24 p.m.
NEDg Description generation batch_69fe39320df88190b3fa197b87d78f43 completed May 8, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69fe397e0a788190bffa7d07864829d2 completed May 8, 2026, 7:29 p.m.
Created at: April 10, 2026, 1:30 a.m.