Triple

T19798088

Position	Surface form	Disambiguated ID	Type / Status
Subject	Roger Bart	`E475595`	entity
Predicate	characterPortrayed	`P1507`	FINISHED
Object	Vice Principal Nero in A Series of Unfortunate Events (TV series) Vice Principal Nero is the vain, incompetent, and violin-obsessed administrator of Prufrock Preparatory School who serves as a comically tyrannical antagonist to the Baudelaire orphans in the TV adaptation of A Series of Unfortunate Events.	`E1395396`	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: Vice Principal Nero in A Series of Unfortunate Events (TV series) | Statement: [Roger Bart, characterPortrayed, Vice Principal Nero in A Series of Unfortunate Events (TV series)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Vice Principal Nero in A Series of Unfortunate Events (TV series)
Context triple: [Roger Bart, characterPortrayed, Vice Principal Nero in A Series of Unfortunate Events (TV series)]

A. Vice Principal Worth
Vice Principal Worth is a comedic authority figure and school administrator in the film "Love, Simon," known for his awkward attempts to relate to students.
B. Vice Principals
Vice Principals is a dark comedy television series that follows two scheming assistant principals vying for control of a high school after the principal steps down.
C. Vice Principal Douglas Panch
Vice Principal Douglas Panch is a harried, often deadpan school administrator and word pronouncer in the musical comedy "The 25th Annual Putnam County Spelling Bee," known for his dry humor and barely contained frustration.
D. Gabriel Cortez in The Principal
Gabriel Cortez in *The Principal* is a key character portrayed by Esai Morales in the 1987 drama film about a tough new principal trying to reform a violent inner-city high school.
E. The Principal
The Principal is a notable work associated with Michael Jenkins, likely recognized as one of his key creative or professional achievements.
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: Vice Principal Nero in A Series of Unfortunate Events (TV series)
Triple: [Roger Bart, characterPortrayed, Vice Principal Nero in A Series of Unfortunate Events (TV series)]

Generated description

Vice Principal Nero is the vain, incompetent, and violin-obsessed administrator of Prufrock Preparatory School who serves as a comically tyrannical antagonist to the Baudelaire orphans in the TV adaptation of A Series of Unfortunate Events.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Vice Principal Nero in A Series of Unfortunate Events (TV series)
Target entity description: Vice Principal Nero is the vain, incompetent, and violin-obsessed administrator of Prufrock Preparatory School who serves as a comically tyrannical antagonist to the Baudelaire orphans in the TV adaptation of A Series of Unfortunate Events.

A. Vice Principal Worth
Vice Principal Worth is a comedic authority figure and school administrator in the film "Love, Simon," known for his awkward attempts to relate to students.
B. Vice Principals
Vice Principals is a dark comedy television series that follows two scheming assistant principals vying for control of a high school after the principal steps down.
C. Vice Principal Douglas Panch
Vice Principal Douglas Panch is a harried, often deadpan school administrator and word pronouncer in the musical comedy "The 25th Annual Putnam County Spelling Bee," known for his dry humor and barely contained frustration.
D. Gabriel Cortez in The Principal
Gabriel Cortez in *The Principal* is a key character portrayed by Esai Morales in the 1987 drama film about a tough new principal trying to reform a violent inner-city high school.
E. The Principal
The Principal is a notable work associated with Michael Jenkins, likely recognized as one of his key creative or professional achievements.
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_69d8e51b014081908b263e167370529a`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e653c877288190b56ee7eedea710a3`	completed	April 20, 2026, 4:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07c50696588190a54cc249f2218b26`	completed	May 16, 2026, 1:14 a.m.
NEDg	Description generation	`batch_6a07c6509f4c8190aee658954c6cf920`	completed	May 16, 2026, 1:20 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07c7549de08190916e3e48125beebb`	completed	May 16, 2026, 1:24 a.m.

Created at: April 10, 2026, 1:49 p.m.