Triple

T5019009
Position Surface form Disambiguated ID Type / Status
Subject Hawkins, Indiana E112803 entity
Predicate hasBusiness P21206 FINISHED
Object Benny's Burgers
Benny's Burgers is a small local diner in the fictional town of Hawkins, Indiana, featured in the television series "Stranger Things."
 E486692 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: Benny's Burgers | Statement: [Hawkins, Indiana, hasBusiness, Benny's Burgers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benny's Burgers
Context triple: [Hawkins, Indiana, hasBusiness, Benny's Burgers]
  • A. Wahlburgers
    Wahlburgers is an American casual-dining burger restaurant and bar chain co-owned by the Wahlberg family and featured in a reality TV series of the same name.
  • B. Gino's Hamburgers
    Gino's Hamburgers was a regional fast-food restaurant chain in the United States, best known for its hamburgers and association with former NFL star Gino Marchetti.
  • C. Krusty Burger
    Krusty Burger is a fictional fast-food restaurant chain in the animated television series "The Simpsons," known for its unhealthy food and clown mascot, Krusty the Clown.
  • D. White Castle
    White Castle is a medieval stone fortress in Monmouthshire, Wales, notable for its well-preserved defensive earthworks and role in the border defenses of the Welsh Marches.
  • E. Five Guys
    Five Guys is an American fast-casual restaurant chain known for its customizable burgers, fresh-cut fries, and casual dine-in atmosphere.
  • 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: Benny's Burgers
Triple: [Hawkins, Indiana, hasBusiness, Benny's Burgers]
Generated description
Benny's Burgers is a small local diner in the fictional town of Hawkins, Indiana, featured in the television series "Stranger Things."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benny's Burgers
Target entity description: Benny's Burgers is a small local diner in the fictional town of Hawkins, Indiana, featured in the television series "Stranger Things."
  • A. Wahlburgers
    Wahlburgers is an American casual-dining burger restaurant and bar chain co-owned by the Wahlberg family and featured in a reality TV series of the same name.
  • B. Gino's Hamburgers
    Gino's Hamburgers was a regional fast-food restaurant chain in the United States, best known for its hamburgers and association with former NFL star Gino Marchetti.
  • C. Krusty Burger
    Krusty Burger is a fictional fast-food restaurant chain in the animated television series "The Simpsons," known for its unhealthy food and clown mascot, Krusty the Clown.
  • D. White Castle
    White Castle is a medieval stone fortress in Monmouthshire, Wales, notable for its well-preserved defensive earthworks and role in the border defenses of the Welsh Marches.
  • E. Five Guys
    Five Guys is an American fast-casual restaurant chain known for its customizable burgers, fresh-cut fries, and casual dine-in atmosphere.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73415e088190802f9bb283262386 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927bdfa481908a5face7b4fd7058 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93e00fc08190a0706dd7375020f5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:35 p.m.