Triple

T4187729

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Detroit	`E88353`	entity
Predicate	judicialBranch	`P479`	FINISHED
Object	Detroit Department of Administrative Hearings The Detroit Department of Administrative Hearings is a municipal adjudicative body that conducts administrative hearings and enforces city ordinances and regulations within Detroit.	`E419578`	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: Detroit Department of Administrative Hearings | Statement: [Government of Detroit, judicialBranch, Detroit Department of Administrative Hearings]

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

Target entity: Detroit Department of Administrative Hearings
Context triple: [Government of Detroit, judicialBranch, Detroit Department of Administrative Hearings]

A. Government of Detroit
The Government of Detroit is the municipal authority responsible for administering public services, local laws, and policy decisions for the city of Detroit, Michigan.
B. Detroit Regional Convention Facility Authority
The Detroit Regional Convention Facility Authority is a public governing body responsible for managing and overseeing Detroit’s primary downtown convention center.
C. Detroit City Council
The Detroit City Council is the city's elected legislative body responsible for passing local laws, approving budgets, and overseeing municipal governance in Detroit, Michigan.
D. Third Judicial Circuit Court of Michigan
The Third Judicial Circuit Court of Michigan is a major state trial court of general jurisdiction serving Wayne County, including Detroit, and handling a wide range of civil, criminal, and family law cases.
E. Detroit Public Library
The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
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: Detroit Department of Administrative Hearings
Triple: [Government of Detroit, judicialBranch, Detroit Department of Administrative Hearings]

Generated description

The Detroit Department of Administrative Hearings is a municipal adjudicative body that conducts administrative hearings and enforces city ordinances and regulations within Detroit.

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

Target entity: Detroit Department of Administrative Hearings
Target entity description: The Detroit Department of Administrative Hearings is a municipal adjudicative body that conducts administrative hearings and enforces city ordinances and regulations within Detroit.

A. Government of Detroit
The Government of Detroit is the municipal authority responsible for administering public services, local laws, and policy decisions for the city of Detroit, Michigan.
B. Detroit Regional Convention Facility Authority
The Detroit Regional Convention Facility Authority is a public governing body responsible for managing and overseeing Detroit’s primary downtown convention center.
C. Detroit City Council
The Detroit City Council is the city's elected legislative body responsible for passing local laws, approving budgets, and overseeing municipal governance in Detroit, Michigan.
D. Third Judicial Circuit Court of Michigan
The Third Judicial Circuit Court of Michigan is a major state trial court of general jurisdiction serving Wayne County, including Detroit, and handling a wide range of civil, criminal, and family law cases.
E. Detroit Public Library
The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
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_69aed9477e8c81908bcb862d2db55b1d`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af0325a82c8190849d8a828e2c7b44`	completed	March 9, 2026, 5:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b58a034f6481909a3126d8832f7821`	completed	March 14, 2026, 4:17 p.m.
NEDg	Description generation	`batch_69b58abc256c8190ad37c8d213b8f11e`	completed	March 14, 2026, 4:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69b58b41916c81909eb2e5ab482a5fe1`	completed	March 14, 2026, 4:22 p.m.

Created at: March 9, 2026, 3:45 p.m.