Triple

T20184882
Position Surface form Disambiguated ID Type / Status
Subject Lawndale High School E492827 entity
Predicate hasStaffMember P36133 FINISHED
Object Ms. Barch
Ms. Barch is a misandrist, embittered science teacher from the animated TV series "Daria," known for her cynical attitude and frequent rants about men.
 E1415880 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: Ms. Barch | Statement: [Lawndale High School, hasStaffMember, Ms. Barch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ms. Barch
Context triple: [Lawndale High School, hasStaffMember, Ms. Barch]
  • A. Mrs. Barnes
    Mrs. Barnes is the mother of Binky Barnes in the children's animated television series "Arthur."
  • B. Ms. Norbury
    Ms. Norbury is a math teacher and key supporting character in the film "Mean Girls," known for mentoring the protagonist and challenging the school's toxic social dynamics.
  • C. Mrs. Dibiasky
    Mrs. Dibiasky is a supporting character in the satirical disaster film "Don't Look Up," known primarily as the mother of astronomer Kate Dibiasky.
  • D. Mrs. Beale
    Mrs. Beale is a central adult figure in Henry James’s novel "What Maisie Knew," known for her complex, morally ambiguous relationship with the child protagonist amid a web of fractured family loyalties.
  • E. Mrs. Beakley
    Mrs. Beakley is a central character in the 2017 DuckTales reboot, portrayed as Scrooge McDuck’s highly capable housekeeper, Webby Vanderquack’s grandmother, and a former spy with formidable combat and intelligence skills.
  • 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: Ms. Barch
Triple: [Lawndale High School, hasStaffMember, Ms. Barch]
Generated description
Ms. Barch is a misandrist, embittered science teacher from the animated TV series "Daria," known for her cynical attitude and frequent rants about men.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ms. Barch
Target entity description: Ms. Barch is a misandrist, embittered science teacher from the animated TV series "Daria," known for her cynical attitude and frequent rants about men.
  • A. Mrs. Barnes
    Mrs. Barnes is the mother of Binky Barnes in the children's animated television series "Arthur."
  • B. Ms. Norbury
    Ms. Norbury is a math teacher and key supporting character in the film "Mean Girls," known for mentoring the protagonist and challenging the school's toxic social dynamics.
  • C. Mrs. Dibiasky
    Mrs. Dibiasky is a supporting character in the satirical disaster film "Don't Look Up," known primarily as the mother of astronomer Kate Dibiasky.
  • D. Mrs. Beale
    Mrs. Beale is a central adult figure in Henry James’s novel "What Maisie Knew," known for her complex, morally ambiguous relationship with the child protagonist amid a web of fractured family loyalties.
  • E. Mrs. Beakley
    Mrs. Beakley is a central character in the 2017 DuckTales reboot, portrayed as Scrooge McDuck’s highly capable housekeeper, Webby Vanderquack’s grandmother, and a former spy with formidable combat and intelligence skills.
  • 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_69da6268a034819081cbd9ea5a1c9475 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e668f199688190a42094cce220f6f2 completed April 20, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a083c81d6f48190b851d90089367f0f completed May 16, 2026, 9:44 a.m.
NEDg Description generation batch_6a083d3196148190847a625ad09762a2 completed May 16, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_6a083e04aab88190a1e0219427d8d0e1 completed May 16, 2026, 9:51 a.m.
Created at: April 11, 2026, 11:36 p.m.