Triple

T14693037
Position Surface form Disambiguated ID Type / Status
Subject Hawthorne neighborhood of Cicero E345082 entity
Predicate municipality P852 FINISHED
Object Town of Cicero
The Town of Cicero is a historic, densely populated suburb just west of Chicago, Illinois, known for its industrial roots, diverse immigrant communities, and significant role in the region’s political and social history.
E1114407 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: Town of Cicero | Statement: [Hawthorne neighborhood of Cicero, municipality, Town of Cicero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Town of Cicero
Context triple: [Hawthorne neighborhood of Cicero, municipality, Town of Cicero]
  • A. Palatine Township
    Palatine Township is a local governmental subdivision in the northwestern suburbs of Chicago, Illinois, providing services such as road maintenance, property assessment, and general assistance to its residents.
  • B. Village of Palatine
    The Village of Palatine is a suburban municipality in northeastern Illinois known for its residential neighborhoods, community events, and proximity to Chicago.
  • C. Town of Niles
    The Town of Niles is a rural municipality in Cayuga County, New York, known for its scenic Finger Lakes landscapes and lakeside communities.
  • D. Town of Highland Park
    The Town of Highland Park is an affluent, predominantly residential enclave in central Dallas County, Texas, known for its upscale homes, tree-lined streets, and high-quality public services.
  • E. City of Warrenville
    The City of Warrenville is a suburban municipality in DuPage County, Illinois, known for its residential communities, forest preserves, and proximity to the Chicago metropolitan area.
  • 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: Town of Cicero
Triple: [Hawthorne neighborhood of Cicero, municipality, Town of Cicero]
Generated description
The Town of Cicero is a historic, densely populated suburb just west of Chicago, Illinois, known for its industrial roots, diverse immigrant communities, and significant role in the region’s political and social history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Town of Cicero
Target entity description: The Town of Cicero is a historic, densely populated suburb just west of Chicago, Illinois, known for its industrial roots, diverse immigrant communities, and significant role in the region’s political and social history.
  • A. Palatine Township
    Palatine Township is a local governmental subdivision in the northwestern suburbs of Chicago, Illinois, providing services such as road maintenance, property assessment, and general assistance to its residents.
  • B. Village of Palatine
    The Village of Palatine is a suburban municipality in northeastern Illinois known for its residential neighborhoods, community events, and proximity to Chicago.
  • C. Town of Niles
    The Town of Niles is a rural municipality in Cayuga County, New York, known for its scenic Finger Lakes landscapes and lakeside communities.
  • D. Town of Highland Park
    The Town of Highland Park is an affluent, predominantly residential enclave in central Dallas County, Texas, known for its upscale homes, tree-lined streets, and high-quality public services.
  • E. City of Warrenville
    The City of Warrenville is a suburban municipality in DuPage County, Illinois, known for its residential communities, forest preserves, and proximity to the Chicago metropolitan area.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb586e7108190be644db9cf9a4d99 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde18b4bdc8190b5daf05484de7cd8 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde5c65ce0819092a385e92243a3c7 completed May 8, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69fde638f42c8190ba56f9e2f4b03090 completed May 8, 2026, 1:33 p.m.
Created at: April 10, 2026, 1:28 a.m.