Triple

T16323958
Position Surface form Disambiguated ID Type / Status
Subject Milhouse Van Houten E396366 entity
Predicate mother P120 FINISHED
Object Luann Van Houten
Luann Van Houten is a recurring character on "The Simpsons," known as Milhouse's often-divorced, somewhat self-absorbed mother.
 E1215193 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: Luann Van Houten | Statement: [Milhouse Van Houten, mother, Luann Van Houten]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luann Van Houten
Context triple: [Milhouse Van Houten, mother, Luann Van Houten]
  • A. Luann
    Luann is a long-running American comic strip by Greg Evans that humorously chronicles the everyday life and coming-of-age struggles of a teenage girl and her friends.
  • B. Luann Delaney
    Luann Delaney is a fictional character from the television series "Sons of Anarchy," known as the wife of biker Otto Delaney and for her involvement with the SAMCRO motorcycle club.
  • C. Donna Richards
    Donna Richards is known as the wife of Canadian-American journalist and television news anchor Robert MacNeil.
  • D. Sue Ann Nivens
    Sue Ann Nivens is a sharp-tongued, seemingly sweet but actually acerbic and man-hungry TV homemaker portrayed by Betty White on The Mary Tyler Moore Show.
  • E. Darlene Hunt
    Darlene Hunt is an American television writer and producer best known for creating the Showtime series "The Big C" and serving as an executive producer on various TV projects.
  • 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: Luann Van Houten
Triple: [Milhouse Van Houten, mother, Luann Van Houten]
Generated description
Luann Van Houten is a recurring character on "The Simpsons," known as Milhouse's often-divorced, somewhat self-absorbed mother.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luann Van Houten
Target entity description: Luann Van Houten is a recurring character on "The Simpsons," known as Milhouse's often-divorced, somewhat self-absorbed mother.
  • A. Luann
    Luann is a long-running American comic strip by Greg Evans that humorously chronicles the everyday life and coming-of-age struggles of a teenage girl and her friends.
  • B. Luann Delaney
    Luann Delaney is a fictional character from the television series "Sons of Anarchy," known as the wife of biker Otto Delaney and for her involvement with the SAMCRO motorcycle club.
  • C. Donna Richards
    Donna Richards is known as the wife of Canadian-American journalist and television news anchor Robert MacNeil.
  • D. Sue Ann Nivens
    Sue Ann Nivens is a sharp-tongued, seemingly sweet but actually acerbic and man-hungry TV homemaker portrayed by Betty White on The Mary Tyler Moore Show.
  • E. Darlene Hunt
    Darlene Hunt is an American television writer and producer best known for creating the Showtime series "The Big C" and serving as an executive producer on various TV projects.
  • 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_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_6a004f3d8f188190969b75d82c6b13f0 completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a0050c5d4548190a674c1c19f08a9fd completed May 10, 2026, 9:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0051a7ae208190b33d42cc8d4bb21f completed May 10, 2026, 9:36 a.m.
Created at: April 10, 2026, 5:06 a.m.