Triple

T15855206

Position	Surface form	Disambiguated ID	Type / Status
Subject	G. W. Bailey	`E384435`	entity
Predicate	characterRole	`P268`	FINISHED
Object	Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach is the bumbling, antagonistic police officer and recurring foil to the main cadets in the Police Academy comedy film series.	`E1179505`	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: Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach | Statement: [G. W. Bailey, characterRole, Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach]

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

Target entity: Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach
Context triple: [G. W. Bailey, characterRole, Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach]

A. Police Academy 5: Assignment Miami Beach
Police Academy 5: Assignment Miami Beach is a 1988 comedy film in the Police Academy series that follows the bumbling police recruits on a chaotic adventure in Miami Beach.
B. Lieutenant Martin Castillo in Miami Vice
Lieutenant Martin Castillo in Miami Vice is the stoic, enigmatic head of the Miami Vice squad, known for his intense demeanor, moral integrity, and quietly commanding presence.
C. Lieutenant Andrew Bogomil in Beverly Hills Cop
Lieutenant Andrew Bogomil is the disciplined yet fair Beverly Hills police lieutenant who becomes a key ally to Axel Foley in the Beverly Hills Cop film series.
D. Carey Mahoney in Police Academy
Carey Mahoney is the wisecracking, charismatic troublemaker-turned-cop who serves as the central protagonist in the early Police Academy comedy films.
E. Officer Martinez in The Watch
Officer Martinez in *The Watch* is a bumbling but well-meaning neighborhood patrolman who becomes part of the suburban vigilante group in the sci-fi comedy film.
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: Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach
Triple: [G. W. Bailey, characterRole, Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach]

Generated description

Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach is the bumbling, antagonistic police officer and recurring foil to the main cadets in the Police Academy comedy film series.

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

Target entity: Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach
Target entity description: Lieutenant Thaddeus Harris in Police Academy 5: Assignment Miami Beach is the bumbling, antagonistic police officer and recurring foil to the main cadets in the Police Academy comedy film series.

A. Police Academy 5: Assignment Miami Beach
Police Academy 5: Assignment Miami Beach is a 1988 comedy film in the Police Academy series that follows the bumbling police recruits on a chaotic adventure in Miami Beach.
B. Lieutenant Martin Castillo in Miami Vice
Lieutenant Martin Castillo in Miami Vice is the stoic, enigmatic head of the Miami Vice squad, known for his intense demeanor, moral integrity, and quietly commanding presence.
C. Lieutenant Andrew Bogomil in Beverly Hills Cop
Lieutenant Andrew Bogomil is the disciplined yet fair Beverly Hills police lieutenant who becomes a key ally to Axel Foley in the Beverly Hills Cop film series.
D. Carey Mahoney in Police Academy
Carey Mahoney is the wisecracking, charismatic troublemaker-turned-cop who serves as the central protagonist in the early Police Academy comedy films.
E. Officer Martinez in The Watch
Officer Martinez in *The Watch* is a bumbling but well-meaning neighborhood patrolman who becomes part of the suburban vigilante group in the sci-fi comedy film.
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_69d86da422088190aac39e32e6c68429`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e14caf6ae481909ae1385cb4548612`	completed	April 16, 2026, 8:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffa14977408190815ef02cc54075cc`	completed	May 9, 2026, 9:04 p.m.
NEDg	Description generation	`batch_69ffa41a86ec8190b46d541965ecf26e`	completed	May 9, 2026, 9:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffa496f3e48190b8dc82bece548aec`	completed	May 9, 2026, 9:18 p.m.

Created at: April 10, 2026, 4:50 a.m.