Triple

T11778314
Position Surface form Disambiguated ID Type / Status
Subject Invader Zim E280073 entity
Predicate hasCharacter P2308 FINISHED
Object Ms. Bitters
Ms. Bitters is a perpetually grim, cynical teacher from the animated series "Invader Zim," known for her harsh demeanor and bizarre, ominous lessons.
E946132 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. Bitters | Statement: [Invader Zim, hasCharacter, Ms. Bitters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ms. Bitters
Context triple: [Invader Zim, hasCharacter, Ms. Bitters]
  • A. Mrs. Sullen
    Mrs. Sullen is a witty, unhappily married gentlewoman in George Farquhar’s Restoration comedy "The Beaux' Stratagem," embodying themes of marital discord and female frustration in 18th-century society.
  • B. Madame Ban
    Madame Ban is the honorific title commonly used for Yoo Soon-taek, the wife of former United Nations Secretary-General Ban Ki-moon and a prominent South Korean public figure.
  • C. Mrs. Gayheart
    Mrs. Gayheart is a character in Willa Cather's novel "Lucy Gayheart," depicted as Lucy's mother and a figure embodying small-town Midwestern values and domestic stability.
  • D. Muriel
    Muriel is a feminine given name of French origin that has been borne by various notable figures, including politicians, writers, and artists.
  • E. Madame Mallory
    Madame Mallory is a proud, exacting French restaurateur who runs a Michelin-starred restaurant and becomes both rival and mentor to an Indian family in *The Hundred-Foot Journey*.
  • 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. Bitters
Triple: [Invader Zim, hasCharacter, Ms. Bitters]
Generated description
Ms. Bitters is a perpetually grim, cynical teacher from the animated series "Invader Zim," known for her harsh demeanor and bizarre, ominous lessons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ms. Bitters
Target entity description: Ms. Bitters is a perpetually grim, cynical teacher from the animated series "Invader Zim," known for her harsh demeanor and bizarre, ominous lessons.
  • A. Mrs. Sullen
    Mrs. Sullen is a witty, unhappily married gentlewoman in George Farquhar’s Restoration comedy "The Beaux' Stratagem," embodying themes of marital discord and female frustration in 18th-century society.
  • B. Madame Ban
    Madame Ban is the honorific title commonly used for Yoo Soon-taek, the wife of former United Nations Secretary-General Ban Ki-moon and a prominent South Korean public figure.
  • C. Mrs. Gayheart
    Mrs. Gayheart is a character in Willa Cather's novel "Lucy Gayheart," depicted as Lucy's mother and a figure embodying small-town Midwestern values and domestic stability.
  • D. Muriel
    Muriel is a feminine given name of French origin that has been borne by various notable figures, including politicians, writers, and artists.
  • E. Madame Mallory
    Madame Mallory is a proud, exacting French restaurateur who runs a Michelin-starred restaurant and becomes both rival and mentor to an Indian family in *The Hundred-Foot Journey*.
  • 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_69d6ab01d2688190ad8ed6bda487eaa5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a560bf548190afab3ad14f953a71 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f090b8f4c481908cb3cf03875c0e24 completed April 28, 2026, 10:49 a.m.
NEDg Description generation batch_69f0bd3e585481908223acfd780a72a2 completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef31076c8190b33a6a2778d7ffbb completed April 28, 2026, 5:32 p.m.
Created at: April 8, 2026, 9:42 p.m.