Triple

T15718852

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wisconsin Department of Natural Resources	`E381031`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Bureau of Law Enforcement The Bureau of Law Enforcement is the division of Wisconsin’s state natural resources agency responsible for enforcing environmental, wildlife, and recreational safety laws.	`E1173040`	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: Bureau of Law Enforcement | Statement: [Wisconsin Department of Natural Resources, hasPart, Bureau of Law Enforcement]

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

Target entity: Bureau of Law Enforcement
Context triple: [Wisconsin Department of Natural Resources, hasPart, Bureau of Law Enforcement]

A. Office of Law Enforcement
The Office of Law Enforcement is the division of the Illinois Department of Natural Resources responsible for enforcing conservation laws, protecting wildlife, and ensuring public safety in the state’s natural areas.
B. Office of Law Enforcement
The Office of Law Enforcement is the U.S. Fish and Wildlife Service division responsible for enforcing federal wildlife laws, combating wildlife trafficking, and protecting endangered species and habitats.
C. Bureau of Criminal Investigation
The Bureau of Criminal Investigation is the detective and investigative arm of the New York State Police, responsible for conducting major criminal investigations across the state.
D. Bureau of Criminal Investigation
The Bureau of Criminal Investigation is a major division of the Virginia State Police responsible for conducting complex criminal investigations and supporting law enforcement operations across the state.
E. Bureau of Investigation
The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
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: Bureau of Law Enforcement
Triple: [Wisconsin Department of Natural Resources, hasPart, Bureau of Law Enforcement]

Generated description

The Bureau of Law Enforcement is the division of Wisconsin’s state natural resources agency responsible for enforcing environmental, wildlife, and recreational safety laws.

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

Target entity: Bureau of Law Enforcement
Target entity description: The Bureau of Law Enforcement is the division of Wisconsin’s state natural resources agency responsible for enforcing environmental, wildlife, and recreational safety laws.

A. Office of Law Enforcement
The Office of Law Enforcement is the division of the Illinois Department of Natural Resources responsible for enforcing conservation laws, protecting wildlife, and ensuring public safety in the state’s natural areas.
B. Office of Law Enforcement
The Office of Law Enforcement is the U.S. Fish and Wildlife Service division responsible for enforcing federal wildlife laws, combating wildlife trafficking, and protecting endangered species and habitats.
C. Bureau of Criminal Investigation
The Bureau of Criminal Investigation is the detective and investigative arm of the New York State Police, responsible for conducting major criminal investigations across the state.
D. Bureau of Criminal Investigation
The Bureau of Criminal Investigation is a major division of the Virginia State Police responsible for conducting complex criminal investigations and supporting law enforcement operations across the state.
E. Bureau of Investigation
The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
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_69d86d9bf930819082b30cf6d169297c`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e04f932a248190b65ecfb2bc56e715`	completed	April 16, 2026, 2:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff75852cf88190be054160d5cbc675`	completed	May 9, 2026, 5:57 p.m.
NEDg	Description generation	`batch_69ff783a84308190baffa6bbdfa56093`	completed	May 9, 2026, 6:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff78f94c048190adbe51f2cf76a2e6`	completed	May 9, 2026, 6:12 p.m.

Created at: April 10, 2026, 4:45 a.m.