Triple

T12036507
Position Surface form Disambiguated ID Type / Status
Subject Nancy Wheeler E286552 entity
Predicate hasFriend P8712 FINISHED
Object Fred Benson
Fred Benson is a minor character in the TV series "Stranger Things," known as a Hawkins High School student and friend of Nancy Wheeler who becomes entangled in the town’s supernatural horrors.
E961460 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: Fred Benson | Statement: [Nancy Wheeler, hasFriend, Fred Benson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Benson
Context triple: [Nancy Wheeler, hasFriend, Fred Benson]
  • A. Herb Ryman
    Herb Ryman was an American artist and Disney Imagineer best known for his influential concept art and designs that helped shape the look and feel of Disneyland and other Disney theme parks.
  • B. George Ault
    George Ault was an American painter known for his haunting, meticulously structured depictions of urban and rural scenes that exemplify the Precisionist style of early 20th-century art.
  • C. Walt Kuhn
    Walt Kuhn was an American painter and key organizer of the 1913 Armory Show, which introduced modern European art to a wide U.S. audience.
  • D. Arthur Dove
    Arthur Dove was an early American modernist painter known for his pioneering abstract works inspired by nature and organic forms.
  • E. John McCracken
    John McCracken was the father of Irish republican leader Henry Joy McCracken and a member of the prominent Presbyterian merchant family in Belfast in the late 18th century.
  • 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: Fred Benson
Triple: [Nancy Wheeler, hasFriend, Fred Benson]
Generated description
Fred Benson is a minor character in the TV series "Stranger Things," known as a Hawkins High School student and friend of Nancy Wheeler who becomes entangled in the town’s supernatural horrors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Benson
Target entity description: Fred Benson is a minor character in the TV series "Stranger Things," known as a Hawkins High School student and friend of Nancy Wheeler who becomes entangled in the town’s supernatural horrors.
  • A. Herb Ryman
    Herb Ryman was an American artist and Disney Imagineer best known for his influential concept art and designs that helped shape the look and feel of Disneyland and other Disney theme parks.
  • B. George Ault
    George Ault was an American painter known for his haunting, meticulously structured depictions of urban and rural scenes that exemplify the Precisionist style of early 20th-century art.
  • C. Walt Kuhn
    Walt Kuhn was an American painter and key organizer of the 1913 Armory Show, which introduced modern European art to a wide U.S. audience.
  • D. Arthur Dove
    Arthur Dove was an early American modernist painter known for his pioneering abstract works inspired by nature and organic forms.
  • E. John McCracken
    John McCracken was the father of Irish republican leader Henry Joy McCracken and a member of the prominent Presbyterian merchant family in Belfast in the late 18th century.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90408cbf0819093270c9833ef149a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d7d453c8190a27c5feca8f38991 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d930714819080f92d223d930389 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564b826ec819098906cf735e45093 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.