Triple

T2855318

Position	Surface form	Disambiguated ID	Type / Status
Subject	Plan of Chicago	`E63185`	entity
Predicate	publisher	`P29`	FINISHED
Object	Commercial Club of Chicago The Commercial Club of Chicago is a civic and business leadership organization that has historically played a major role in shaping Chicago’s urban planning, economic development, and public policy initiatives.	`E304970`	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: Commercial Club of Chicago | Statement: [Plan of Chicago, publisher, Commercial Club of Chicago]

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

Target entity: Commercial Club of Chicago
Context triple: [Plan of Chicago, publisher, Commercial Club of Chicago]

A. General Managers’ Association of Chicago
The General Managers’ Association of Chicago was a powerful coalition of railroad executives in the late 19th century that coordinated company responses to labor actions, most notably opposing the Pullman Strike of 1894.
B. University Club of New York
The University Club of New York is an exclusive private social club in Manhattan renowned for its grand Renaissance Revival clubhouse and long association with the city’s professional and cultural elite.
C. National Council of Urban League Guilds
The National Council of Urban League Guilds is the national volunteer auxiliary of the National Urban League, coordinating community service, fundraising, and advocacy efforts through local Guild chapters.
D. Chicago Public League
The Chicago Public League is a high school athletic conference in Chicago that organizes and governs interscholastic sports competition among Chicago Public Schools.
E. Board of Trustees of the Art Institute of Chicago
The Board of Trustees of the Art Institute of Chicago is the institution’s principal governing body, responsible for overseeing its strategic direction, financial health, and overall mission.
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: Commercial Club of Chicago
Triple: [Plan of Chicago, publisher, Commercial Club of Chicago]

Generated description

The Commercial Club of Chicago is a civic and business leadership organization that has historically played a major role in shaping Chicago’s urban planning, economic development, and public policy initiatives.

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

Target entity: Commercial Club of Chicago
Target entity description: The Commercial Club of Chicago is a civic and business leadership organization that has historically played a major role in shaping Chicago’s urban planning, economic development, and public policy initiatives.

A. General Managers’ Association of Chicago
The General Managers’ Association of Chicago was a powerful coalition of railroad executives in the late 19th century that coordinated company responses to labor actions, most notably opposing the Pullman Strike of 1894.
B. University Club of New York
The University Club of New York is an exclusive private social club in Manhattan renowned for its grand Renaissance Revival clubhouse and long association with the city’s professional and cultural elite.
C. National Council of Urban League Guilds
The National Council of Urban League Guilds is the national volunteer auxiliary of the National Urban League, coordinating community service, fundraising, and advocacy efforts through local Guild chapters.
D. Chicago Public League
The Chicago Public League is a high school athletic conference in Chicago that organizes and governs interscholastic sports competition among Chicago Public Schools.
E. Board of Trustees of the Art Institute of Chicago
The Board of Trustees of the Art Institute of Chicago is the institution’s principal governing body, responsible for overseeing its strategic direction, financial health, and overall mission.
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_69ab4c407c408190857d25e027155ce9`	completed	March 6, 2026, 9:50 p.m.
NER	Named-entity recognition	`batch_69abdf60852c8190b66c8719c63a723e`	completed	March 7, 2026, 8:18 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b01d8d0eec8190b0b29407264fb2bd`	completed	March 10, 2026, 1:33 p.m.
NEDg	Description generation	`batch_69b020869d7c81909d9a00cc43f0ed7d`	completed	March 10, 2026, 1:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69b02122270c8190a063f09acefcbb18`	completed	March 10, 2026, 1:48 p.m.

Created at: March 6, 2026, 10:02 p.m.