Triple

T12024150

Position	Surface form	Disambiguated ID	Type / Status
Subject	Chicago Human Rights Ordinance	`E286231`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Chicago Fair Housing Ordinance The Chicago Fair Housing Ordinance is a municipal law that prohibits discrimination in housing within the city, protecting residents’ rights to rent, buy, and occupy housing regardless of characteristics such as race, religion, disability, or other protected classes.	`E286231`	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: Chicago Fair Housing Ordinance | Statement: [Chicago Human Rights Ordinance, relatedTo, Chicago Fair Housing Ordinance]

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

Target entity: Chicago Fair Housing Ordinance
Context triple: [Chicago Human Rights Ordinance, relatedTo, Chicago Fair Housing Ordinance]

A. Chicago Human Rights Ordinance
The Chicago Human Rights Ordinance is a municipal law that protects individuals in Chicago from discrimination in areas such as employment, housing, public accommodations, and credit based on specified protected characteristics.
B. Chicago Housing Authority
The Chicago Housing Authority is the municipal agency responsible for developing, managing, and overseeing public housing and related housing assistance programs in the city of Chicago.
C. Chicago Department of Housing
The Chicago Department of Housing is the city agency responsible for planning, financing, and overseeing affordable housing and related community development initiatives in Chicago.
D. Section 8 Chicago
Section 8 Chicago is an independent supporters’ association known for organizing and leading passionate fan support for the Chicago Fire FC soccer team.
E. Chicago municipal code
The Chicago Municipal Code is the comprehensive collection of laws and ordinances governing the City of Chicago’s government operations, public conduct, and regulatory frameworks.
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: Chicago Fair Housing Ordinance
Triple: [Chicago Human Rights Ordinance, relatedTo, Chicago Fair Housing Ordinance]

Generated description

The Chicago Fair Housing Ordinance is a municipal law that prohibits discrimination in housing within the city, protecting residents’ rights to rent, buy, and occupy housing regardless of characteristics such as race, religion, disability, or other protected classes.

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

Target entity: Chicago Fair Housing Ordinance
Target entity description: The Chicago Fair Housing Ordinance is a municipal law that prohibits discrimination in housing within the city, protecting residents’ rights to rent, buy, and occupy housing regardless of characteristics such as race, religion, disability, or other protected classes.

A. Chicago Human Rights Ordinance chosen
The Chicago Human Rights Ordinance is a municipal law that protects individuals in Chicago from discrimination in areas such as employment, housing, public accommodations, and credit based on specified protected characteristics.
B. Chicago Housing Authority
The Chicago Housing Authority is the municipal agency responsible for developing, managing, and overseeing public housing and related housing assistance programs in the city of Chicago.
C. Chicago Department of Housing
The Chicago Department of Housing is the city agency responsible for planning, financing, and overseeing affordable housing and related community development initiatives in Chicago.
D. Section 8 Chicago
Section 8 Chicago is an independent supporters’ association known for organizing and leading passionate fan support for the Chicago Fire FC soccer team.
E. Chicago municipal code
The Chicago Municipal Code is the comprehensive collection of laws and ordinances governing the City of Chicago’s government operations, public conduct, and regulatory frameworks.
F. None of above.

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_69d6ab4669e48190b59246358b0383ab`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d903ee4f9081909e5a58ecbd830b14`	completed	April 10, 2026, 2:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f48b71e5c48190a58ace8ef7c8928d`	completed	May 1, 2026, 11:16 a.m.
NEDg	Description generation	`batch_69f48fc7a8848190a06b34cc45db4789`	completed	May 1, 2026, 11:34 a.m.
NED2	Entity disambiguation (via description)	`batch_69f495f069c48190a6e5856c272420c0`	completed	May 1, 2026, noon

Created at: April 8, 2026, 9:47 p.m.