Triple

T2271487
Position Surface form Disambiguated ID Type / Status
Subject Grace Gummer E50667 entity
Predicate hasWorkedWith P9615 FINISHED
Object Sam Esmail
Sam Esmail is an American screenwriter, director, and producer best known as the creator of the television series "Mr. Robot" and for his work on various high-profile film and TV projects.
 E250102 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: Sam Esmail | Statement: [Grace Gummer, hasWorkedWith, Sam Esmail]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sam Esmail
Context triple: [Grace Gummer, hasWorkedWith, Sam Esmail]
  • A. Dan Goor
    Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
  • B. Damon Lindelof
    Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
  • C. Alan Ball
    Alan Ball is an American screenwriter, director, and producer best known for creating the television series "Six Feet Under" and "True Blood" and for writing the Oscar-winning film "American Beauty."
  • D. Carlton Cuse
    Carlton Cuse is an American television writer and producer best known for co-creating and showrunning series such as Lost, Bates Motel, and other high-profile genre dramas.
  • E. Kurt Sutter
    Kurt Sutter is an American screenwriter, producer, director, and actor best known for creating the FX outlaw biker drama series "Sons of Anarchy."
  • 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: Sam Esmail
Triple: [Grace Gummer, hasWorkedWith, Sam Esmail]
Generated description
Sam Esmail is an American screenwriter, director, and producer best known as the creator of the television series "Mr. Robot" and for his work on various high-profile film and TV projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sam Esmail
Target entity description: Sam Esmail is an American screenwriter, director, and producer best known as the creator of the television series "Mr. Robot" and for his work on various high-profile film and TV projects.
  • A. Dan Goor
    Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
  • B. Damon Lindelof
    Damon Lindelof is an American screenwriter and producer best known as the co-creator of the television series "Lost" and for his work on major science fiction and genre films and shows.
  • C. Alan Ball
    Alan Ball is an American screenwriter, director, and producer best known for creating the television series "Six Feet Under" and "True Blood" and for writing the Oscar-winning film "American Beauty."
  • D. Carlton Cuse
    Carlton Cuse is an American television writer and producer best known for co-creating and showrunning series such as Lost, Bates Motel, and other high-profile genre dramas.
  • E. Kurt Sutter
    Kurt Sutter is an American screenwriter, producer, director, and actor best known for creating the FX outlaw biker drama series "Sons of Anarchy."
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1c0de488190876b644cdaa41637 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71db927c8190a76cfb873039b04b completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae7486bf808190a732e5eb7744b087 completed March 9, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae74eb89448190895fab4a493c6d08 completed March 9, 2026, 7:21 a.m.
Created at: March 4, 2026, 7:48 p.m.