Triple

T1613721
Position Surface form Disambiguated ID Type / Status
Subject Chicago Municipal Code E34665 entity
Predicate publisher P29 FINISHED
Object Municipal Code Corporation
Municipal Code Corporation is a legal publishing company that specializes in compiling, codifying, and maintaining municipal ordinances and local government codes across the United States.
E183414 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: Municipal Code Corporation | Statement: [Chicago Municipal Code, publisher, Municipal Code Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Municipal Code Corporation
Context triple: [Chicago Municipal Code, publisher, Municipal Code Corporation]
  • A. CSD Municipal
    CSD Municipal is a prominent Guatemalan professional football club based in Guatemala City, known as one of the country’s most successful and popular teams.
  • B. Metropolitan District Commission
    The Metropolitan District Commission was a Massachusetts state agency responsible for managing parks, reservations, and water resources in the Greater Boston area before its functions were absorbed by successor agencies.
  • C. Metropolitan Council
    The Metropolitan Council is a regional governmental agency that plans and coordinates transit, housing, wastewater, and land use services for the Minneapolis–Saint Paul metropolitan area in Minnesota.
  • D. Birmingham municipal code
    The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
  • E. Garden City Association
    The Garden City Association was a British organization that promoted and implemented Ebenezer Howard’s garden city planning principles, helping to pioneer early planned communities like Letchworth and Welwyn Garden 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: Municipal Code Corporation
Triple: [Chicago Municipal Code, publisher, Municipal Code Corporation]
Generated description
Municipal Code Corporation is a legal publishing company that specializes in compiling, codifying, and maintaining municipal ordinances and local government codes across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Municipal Code Corporation
Target entity description: Municipal Code Corporation is a legal publishing company that specializes in compiling, codifying, and maintaining municipal ordinances and local government codes across the United States.
  • A. City Municipal Corporation
    The City Municipal Corporation is the local self-governing urban body responsible for providing civic infrastructure, public services, and administration within a city.
  • B. CSD Municipal
    CSD Municipal is a prominent Guatemalan professional football club based in Guatemala City, known as one of the country’s most successful and popular teams.
  • C. Capital Development Authority
    The Capital Development Authority is a public sector organization responsible for urban planning, infrastructure development, and municipal services in Islamabad, Pakistan.
  • D. Metropolitan District Commission
    The Metropolitan District Commission was a Massachusetts state agency responsible for managing parks, reservations, and water resources in the Greater Boston area before its functions were absorbed by successor agencies.
  • E. Metropolitan Council
    The Metropolitan Council is a regional governmental agency that plans and coordinates transit, housing, wastewater, and land use services for the Minneapolis–Saint Paul metropolitan area in Minnesota.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9098e245c8190b0169b648434aa49 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51ca2bc48190abb83f4d84782334 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad55d41c048190a2d85dc19bc56242 completed March 8, 2026, 10:56 a.m.
NED2 Entity disambiguation (via description) batch_69ad564aed808190a58dbf3a84780255 completed March 8, 2026, 10:58 a.m.
Created at: March 4, 2026, 7:28 p.m.