Triple

T16053202
Position Surface form Disambiguated ID Type / Status
Subject The Perks of Being a Wallflower E389406 entity
Predicate character P662 FINISHED
Object Mary Elizabeth
Mary Elizabeth is a sharp, outspoken, and intellectually driven high school student who is part of Charlie's friend group in *The Perks of Being a Wallflower*.
 E1191545 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: Mary Elizabeth | Statement: [The Perks of Being a Wallflower, character, Mary Elizabeth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mary Elizabeth
Context triple: [The Perks of Being a Wallflower, character, Mary Elizabeth]
  • A. Mary Louise
    Mary Louise is the given first name of Irish politician Mary Lou McDonald, leader of the Sinn Féin party.
  • B. Mary Marie
    Mary Marie is a novel by Eleanor H. Porter, best known as the author of "Pollyanna," and features a young girl navigating the emotional upheaval of her parents’ divorce.
  • C. Anna Marie
    Anna Marie, better known as Rogue, is a popular Marvel Comics superhero and longtime member of the X-Men who absorbs others’ powers and memories through touch.
  • D. Mary Josephine
    Mary Josephine is the birth name of Mae Capone, the wife of notorious American gangster Al Capone.
  • E. Mary Elizabeth Ellis
    Mary Elizabeth Ellis is an American actress and comedian best known for her recurring role as The Waitress on the TV series "It's Always Sunny in Philadelphia."
  • 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: Mary Elizabeth
Triple: [The Perks of Being a Wallflower, character, Mary Elizabeth]
Generated description
Mary Elizabeth is a sharp, outspoken, and intellectually driven high school student who is part of Charlie's friend group in *The Perks of Being a Wallflower*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mary Elizabeth
Target entity description: Mary Elizabeth is a sharp, outspoken, and intellectually driven high school student who is part of Charlie's friend group in *The Perks of Being a Wallflower*.
  • A. Mary Louise
    Mary Louise is the given first name of Irish politician Mary Lou McDonald, leader of the Sinn Féin party.
  • B. Mary Marie
    Mary Marie is a novel by Eleanor H. Porter, best known as the author of "Pollyanna," and features a young girl navigating the emotional upheaval of her parents’ divorce.
  • C. Anna Marie
    Anna Marie, better known as Rogue, is a popular Marvel Comics superhero and longtime member of the X-Men who absorbs others’ powers and memories through touch.
  • D. Mary Josephine
    Mary Josephine is the birth name of Mae Capone, the wife of notorious American gangster Al Capone.
  • E. Mary Elizabeth Ellis
    Mary Elizabeth Ellis is an American actress and comedian best known for her recurring role as The Waitress on the TV series "It's Always Sunny in Philadelphia."
  • 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1836365688190b182f29bbb66127e completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbe2d87c8190ba7f16feb018e70c completed May 10, 2026, 1:14 a.m.
NEDg Description generation batch_69ffdcfe202481909913e9e44ffbf66f completed May 10, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd8610c081908305a1c2298618c1 completed May 10, 2026, 1:21 a.m.
Created at: April 10, 2026, 4:56 a.m.