Triple

T14666844
Position Surface form Disambiguated ID Type / Status
Subject Rue Bennett E344398 entity
Predicate loveInterest P7325 FINISHED
Object Jules Vaughn
Jules Vaughn is a central character in the television series "Euphoria," portrayed as a free-spirited, transgender teen whose complex relationships and personal struggles are key to the show's emotional core.
E1115495 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: Jules Vaughn | Statement: [Rue Bennett, loveInterest, Jules Vaughn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jules Vaughn
Context triple: [Rue Bennett, loveInterest, Jules Vaughn]
  • A. Jules Burns
    Jules Burns is a British media executive best known as a co-founder of the television production and distribution company All3Media.
  • B. Jackson Hurst
    Jackson Hurst is an American actor best known for his role as Grayson Kent on the television series "Drop Dead Diva."
  • C. Emmett Shear
    Emmett Shear is an American entrepreneur and technologist best known as the co-founder and former CEO of the live-streaming platform Twitch.
  • D. Louie French
    Louie French is a British Conservative Party politician and Member of Parliament.
  • E. Victor Bailey
    Victor Bailey was an American jazz fusion bassist best known for his work with the pioneering band Weather Report and his influential solo and session career.
  • 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: Jules Vaughn
Triple: [Rue Bennett, loveInterest, Jules Vaughn]
Generated description
Jules Vaughn is a central character in the television series "Euphoria," portrayed as a free-spirited, transgender teen whose complex relationships and personal struggles are key to the show's emotional core.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jules Vaughn
Target entity description: Jules Vaughn is a central character in the television series "Euphoria," portrayed as a free-spirited, transgender teen whose complex relationships and personal struggles are key to the show's emotional core.
  • A. Jules Burns
    Jules Burns is a British media executive best known as a co-founder of the television production and distribution company All3Media.
  • B. Jackson Hurst
    Jackson Hurst is an American actor best known for his role as Grayson Kent on the television series "Drop Dead Diva."
  • C. Emmett Shear
    Emmett Shear is an American entrepreneur and technologist best known as the co-founder and former CEO of the live-streaming platform Twitch.
  • D. Louie French
    Louie French is a British Conservative Party politician and Member of Parliament.
  • E. Victor Bailey
    Victor Bailey was an American jazz fusion bassist best known for his work with the pioneering band Weather Report and his influential solo and session career.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54c69f8819080a37161deecfba8 completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf07c7fa88190bb09f2f444d69786 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf2843a1c8190a14f4ac4d3157e05 completed May 8, 2026, 2:26 p.m.
NED2 Entity disambiguation (via description) batch_69fdf35ce9c48190b3a107bda3ffd126 completed May 8, 2026, 2:29 p.m.
Created at: April 10, 2026, 1:27 a.m.