Triple

T10595540
Position Surface form Disambiguated ID Type / Status
Subject Sam Esmail E250102 entity
Predicate familyName P18 FINISHED
Object Esmail
Esmail is a surname most notably associated with American screenwriter, director, and producer Sam Esmail, creator of the television series "Mr. Robot."
 E873523 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: Esmail | Statement: [Sam Esmail, familyName, Esmail]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Esmail
Context triple: [Sam Esmail, familyName, Esmail]
  • A. Reza
    Reza is the given name of Reza Shah Pahlavi, the founder of the Pahlavi dynasty and modernizing monarch of Iran in the early 20th century.
  • B. Hesam
    Hesam is the birth name of Sam Asghari, the Iranian-American model, actor, and fitness trainer known for his marriage to Britney Spears.
  • C. Malek
    Malek is a given name and surname of Arabic origin commonly used across the Middle East and other Muslim-majority regions.
  • D. Hamed
    Hamed is a masculine given name commonly used in Arabic-speaking and Muslim-majority cultures.
  • E. Ehsan
    Ehsan is a Persian given name commonly used for males in Iran and other Persian-speaking or Muslim-majority countries.
  • 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: Esmail
Triple: [Sam Esmail, familyName, Esmail]
Generated description
Esmail is a surname most notably associated with American screenwriter, director, and producer Sam Esmail, creator of the television series "Mr. Robot."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Esmail
Target entity description: Esmail is a surname most notably associated with American screenwriter, director, and producer Sam Esmail, creator of the television series "Mr. Robot."
  • A. Reza
    Reza is the given name of Reza Shah Pahlavi, the founder of the Pahlavi dynasty and modernizing monarch of Iran in the early 20th century.
  • B. Hesam
    Hesam is the birth name of Sam Asghari, the Iranian-American model, actor, and fitness trainer known for his marriage to Britney Spears.
  • C. Malek
    Malek is a given name and surname of Arabic origin commonly used across the Middle East and other Muslim-majority regions.
  • D. Hamed
    Hamed is a masculine given name commonly used in Arabic-speaking and Muslim-majority cultures.
  • E. Ehsan
    Ehsan is a Persian given name commonly used for males in Iran and other Persian-speaking or Muslim-majority countries.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5278cbf9081909ef419b0144d5019 completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e8de2e88190835954abb2ac2ece completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d95f80d0c48190b88e3a4b3e42279c completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d9602a1d688190ad0f3014d69049cc completed April 10, 2026, 8:40 p.m.
Created at: April 6, 2026, 12:41 p.m.