Triple

T16323940
Position Surface form Disambiguated ID Type / Status
Subject Milhouse Van Houten E396366 entity
Predicate firstAppearance P795 FINISHED
Object The Simpsons short "Bart’s Friend Falls for You"
"Bart’s Friend Falls for You" is an early The Simpsons short from The Tracey Ullman Show era that introduced Milhouse Van Houten as Bart Simpson’s bespectacled best friend.
 E831001 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: The Simpsons short "Bart’s Friend Falls for You" | Statement: [Milhouse Van Houten, firstAppearance, The Simpsons short "Bart’s Friend Falls for You"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Simpsons short "Bart’s Friend Falls for You"
Context triple: [Milhouse Van Houten, firstAppearance, The Simpsons short "Bart’s Friend Falls for You"]
  • A. The Simpsons short "The Krusty the Clown Show"
    "The Krusty the Clown Show" is an early The Simpsons short centered on the character Krusty the Clown, produced during the series’ pre-primetime era.
  • B. The Simpsons episode "Flaming Moe’s"
    "Flaming Moe’s" is a popular early episode of The Simpsons in which Moe steals Homer’s secret cocktail recipe and turns his bar into a trendy hotspot, sparking conflict and satire of sudden fame.
  • C. The Simpsons episode "Duffless"
    "Duffless" is an episode of The Simpsons in which Homer gives up drinking after a visit to the Duff Brewery leads to his arrest for drunk driving.
  • D. The Simpsons episode "The Telltale Head"
    "The Telltale Head" is an early episode of The Simpsons in which Bart decapitates the town statue of Jebediah Springfield, sparking public outrage and moral consequences.
  • E. The Simpsons episode "Simpsons Roasting on an Open Fire"
    "Simpsons Roasting on an Open Fire" is the 1989 Christmas-themed pilot episode of The Simpsons that introduced the Simpson family in their first full-length television story.
  • 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: The Simpsons short "Bart’s Friend Falls for You"
Triple: [Milhouse Van Houten, firstAppearance, The Simpsons short "Bart’s Friend Falls for You"]
Generated description
"Bart’s Friend Falls for You" is an early The Simpsons short from The Tracey Ullman Show era that introduced Milhouse Van Houten as Bart Simpson’s bespectacled best friend.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Simpsons short "Bart’s Friend Falls for You"
Target entity description: "Bart’s Friend Falls for You" is an early The Simpsons short from The Tracey Ullman Show era that introduced Milhouse Van Houten as Bart Simpson’s bespectacled best friend.
  • A. The Simpsons short "The Krusty the Clown Show" chosen
    "The Krusty the Clown Show" is an early The Simpsons short centered on the character Krusty the Clown, produced during the series’ pre-primetime era.
  • B. The Simpsons episode "Flaming Moe’s"
    "Flaming Moe’s" is a popular early episode of The Simpsons in which Moe steals Homer’s secret cocktail recipe and turns his bar into a trendy hotspot, sparking conflict and satire of sudden fame.
  • C. The Simpsons episode "Duffless"
    "Duffless" is an episode of The Simpsons in which Homer gives up drinking after a visit to the Duff Brewery leads to his arrest for drunk driving.
  • D. The Simpsons episode "The Telltale Head"
    "The Telltale Head" is an early episode of The Simpsons in which Bart decapitates the town statue of Jebediah Springfield, sparking public outrage and moral consequences.
  • E. The Simpsons episode "Simpsons Roasting on an Open Fire"
    "Simpsons Roasting on an Open Fire" is the 1989 Christmas-themed pilot episode of The Simpsons that introduced the Simpson family in their first full-length television story.
  • F. None of above.

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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b8fe988190adee72b23246052f completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00260ab4208190900f21cb4f08f926 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a00276bc80c819083c88ea52c67cdad completed May 10, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_6a00281b056c8190bbfc4897a8d3973b completed May 10, 2026, 6:39 a.m.
Created at: April 10, 2026, 5:06 a.m.