Triple
T4100408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City Treasurer of Chicago |
E87925
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
City of Chicago Department of Finance
The City of Chicago Department of Finance is the municipal agency responsible for managing the city’s financial operations, including revenue collection, payment processing, and financial reporting.
|
E414045
|
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: City of Chicago Department of Finance | Statement: [City Treasurer of Chicago, cooperatesWith, City of Chicago Department of Finance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Chicago Department of Finance Context triple: [City Treasurer of Chicago, cooperatesWith, City of Chicago Department of Finance]
-
A.
Government of Chicago
The Government of Chicago is the municipal administration responsible for governing the city of Chicago, headed by the mayor and supported by various executive departments and agencies.
-
B.
City of Chicago Department of Law
The City of Chicago Department of Law is the municipal legal agency that represents the city in legal matters, provides counsel to city officials and departments, and oversees the enforcement of local laws and regulations.
-
C.
Chicago Department of Planning and Development
The Chicago Department of Planning and Development is the city agency responsible for guiding land use, zoning, urban design, and economic development initiatives across Chicago.
-
D.
Chicago Department of Buildings
The Chicago Department of Buildings is the city agency responsible for enforcing building codes, overseeing construction safety, and regulating building permits and inspections in Chicago.
-
E.
Chicago Inspector General’s Office
The Chicago Inspector General’s Office is an independent municipal watchdog agency that investigates and audits city operations to detect misconduct, promote integrity, and improve government efficiency and accountability.
- 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: City of Chicago Department of Finance Triple: [City Treasurer of Chicago, cooperatesWith, City of Chicago Department of Finance]
Generated description
The City of Chicago Department of Finance is the municipal agency responsible for managing the city’s financial operations, including revenue collection, payment processing, and financial reporting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Chicago Department of Finance Target entity description: The City of Chicago Department of Finance is the municipal agency responsible for managing the city’s financial operations, including revenue collection, payment processing, and financial reporting.
-
A.
Government of Chicago
The Government of Chicago is the municipal administration responsible for governing the city of Chicago, headed by the mayor and supported by various executive departments and agencies.
-
B.
City of Chicago Department of Law
The City of Chicago Department of Law is the municipal legal agency that represents the city in legal matters, provides counsel to city officials and departments, and oversees the enforcement of local laws and regulations.
-
C.
Chicago Department of Planning and Development
The Chicago Department of Planning and Development is the city agency responsible for guiding land use, zoning, urban design, and economic development initiatives across Chicago.
-
D.
Chicago Department of Buildings
The Chicago Department of Buildings is the city agency responsible for enforcing building codes, overseeing construction safety, and regulating building permits and inspections in Chicago.
-
E.
Chicago Inspector General’s Office
The Chicago Inspector General’s Office is an independent municipal watchdog agency that investigates and audits city operations to detect misconduct, promote integrity, and improve government efficiency and accountability.
- 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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefd0d9c508190b8aedf83f3310513 |
completed | March 9, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b7833b081909bf5a87ee709b49f |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56f33f7688190a017e4486a3ba542 |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56fafb8208190997b6d91c4a1774d |
completed | March 14, 2026, 2:24 p.m. |
Created at: March 9, 2026, 3:40 p.m.