Triple

T4489409
Position Surface form Disambiguated ID Type / Status
Subject Arthur E107331 entity
Predicate character P662 FINISHED
Object Binky Barnes
Binky Barnes is a tough-looking but secretly sensitive bulldog character from the children's animated series "Arthur," where he is one of Arthur's classmates and sometimes a bully-turned-friend.
E446965 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: Binky Barnes | Statement: [Arthur, character, Binky Barnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Binky Barnes
Context triple: [Arthur, character, Binky Barnes]
  • A. Binkie Beaumont
    Binkie Beaumont was a prominent British theatrical producer and manager known for his influential role in mid-20th-century West End theatre.
  • B. Melody Barnes
    Melody Barnes is an American lawyer and policy expert who served as President Barack Obama’s chief domestic policy adviser and director of the White House Domestic Policy Council.
  • C. Nicky Barnes
    Nicky Barnes was a notorious New York City heroin kingpin and organized crime figure who rose to prominence in the 1970s as the leader of a powerful drug trafficking organization in Harlem.
  • D. Jenny Bicks
    Jenny Bicks is an American television and film writer and producer known for her work on series like "Sex and the City" and "The Big C" as well as feature films.
  • E. Betsy Rue
    Betsy Rue is an American actress best known for her roles in horror and thriller films, including her appearance in the slasher movie "My Bloody Valentine 3D."
  • 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: Binky Barnes
Triple: [Arthur, character, Binky Barnes]
Generated description
Binky Barnes is a tough-looking but secretly sensitive bulldog character from the children's animated series "Arthur," where he is one of Arthur's classmates and sometimes a bully-turned-friend.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Binky Barnes
Target entity description: Binky Barnes is a tough-looking but secretly sensitive bulldog character from the children's animated series "Arthur," where he is one of Arthur's classmates and sometimes a bully-turned-friend.
  • A. Binkie Beaumont
    Binkie Beaumont was a prominent British theatrical producer and manager known for his influential role in mid-20th-century West End theatre.
  • B. Melody Barnes
    Melody Barnes is an American lawyer and policy expert who served as President Barack Obama’s chief domestic policy adviser and director of the White House Domestic Policy Council.
  • C. Nicky Barnes
    Nicky Barnes was a notorious New York City heroin kingpin and organized crime figure who rose to prominence in the 1970s as the leader of a powerful drug trafficking organization in Harlem.
  • D. Jenny Bicks
    Jenny Bicks is an American television and film writer and producer known for her work on series like "Sex and the City" and "The Big C" as well as feature films.
  • E. Betsy Rue
    Betsy Rue is an American actress best known for her roles in horror and thriller films, including her appearance in the slasher movie "My Bloody Valentine 3D."
  • 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_69bd43f84f788190a1383579c4a595be completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd52ad36748190b791de458f2116b2 completed March 20, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd67a90f308190ab4f912cd1e2f692 completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd68d76cfc819083071015add540dc completed March 20, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69bd698f0f148190ae3ad5193cba0851 completed March 20, 2026, 3:36 p.m.
Created at: March 20, 2026, 12:59 p.m.