Triple

T23174481
Position Surface form Disambiguated ID Type / Status
Subject Never Have I Ever E578956 entity
Predicate character P662 FINISHED
Object Ben Gross
Ben Gross is a central character in the teen comedy series "Never Have I Ever," known as Devi Vishwakumar’s academically driven rival-turned-love interest.
 E1572355 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: Ben Gross | Statement: [Never Have I Ever, character, Ben Gross]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Gross
Context triple: [Never Have I Ever, character, Ben Gross]
  • A. Ben Grosse
    Ben Grosse is an American record producer and mixer known for his work on major rock and metal albums by artists such as Marilyn Manson, Sevendust, and Disturbed.
  • B. Jason Gross
    Jason Gross is an entrepreneur best known as the founder of the company Petal.
  • C. Wayne Gross
    Wayne Gross is the tough, streetwise police officer protagonist in the crime-action film "The Last of the Finest."
  • D. Matt Lutsky
    Matt Lutsky is a television writer and producer best known for co-creating the dark comedy series "On Becoming a God in Central Florida."
  • E. Matthew Gross
    Matthew Gross is a television producer best known for his work as an executive producer on the crime drama series "Body of Proof."
  • 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: Ben Gross
Triple: [Never Have I Ever, character, Ben Gross]
Generated description
Ben Gross is a central character in the teen comedy series "Never Have I Ever," known as Devi Vishwakumar’s academically driven rival-turned-love interest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Gross
Target entity description: Ben Gross is a central character in the teen comedy series "Never Have I Ever," known as Devi Vishwakumar’s academically driven rival-turned-love interest.
  • A. Ben Grosse
    Ben Grosse is an American record producer and mixer known for his work on major rock and metal albums by artists such as Marilyn Manson, Sevendust, and Disturbed.
  • B. Jason Gross
    Jason Gross is an entrepreneur best known as the founder of the company Petal.
  • C. Wayne Gross
    Wayne Gross is the tough, streetwise police officer protagonist in the crime-action film "The Last of the Finest."
  • D. Matt Lutsky
    Matt Lutsky is a television writer and producer best known for co-creating the dark comedy series "On Becoming a God in Central Florida."
  • E. Matthew Gross
    Matthew Gross is a television producer best known for his work as an executive producer on the crime drama series "Body of Proof."
  • 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_69e245fd2a388190b814c0dfa15f7148 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f69cb1881909e0f47d3b32e2cb1 completed April 29, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30ac8cb0819095ab0c5cec85f0f1 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c320879dc8190aa5852baf01a822e completed May 19, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c32b1115081909b5e6b554807b8e1 completed May 19, 2026, 9:51 a.m.
Created at: April 17, 2026, 4:04 p.m.