Triple

T1310851
Position Surface form Disambiguated ID Type / Status
Subject Maywood, Illinois E27985 entity
Predicate roadServedBy P385 FINISHED
Object Illinois Route 64
Illinois Route 64 is an east–west state highway in northern Illinois that runs through the Chicago metropolitan area and serves communities such as Maywood.
 E187262 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: Illinois Route 64 | Statement: [Maywood, Illinois, roadServedBy, Illinois Route 64]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 64
Context triple: [Maywood, Illinois, roadServedBy, Illinois Route 64]
  • A. Illinois Route 53
    Illinois Route 53 is a north–south state highway in northeastern Illinois that serves suburban communities as a major arterial and, in parts, freeway corridor.
  • B. Illinois Route 58
    Illinois Route 58 is a state highway in northeastern Illinois that runs through Chicago’s northwest suburbs, serving as a key east–west arterial route.
  • C. Illinois Route 83
    Illinois Route 83 is a major north–south state highway in northeastern Illinois that connects numerous suburbs in the Chicago metropolitan area.
  • D. Illinois Route 43
    Illinois Route 43 is a major north–south state highway in northeastern Illinois that runs through numerous suburbs of Chicago.
  • E. Illinois Route 47
    Illinois Route 47 is a major north–south state highway in Illinois that runs through multiple counties, including McHenry County, and serves as an important regional transportation corridor.
  • 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: Illinois Route 64
Triple: [Maywood, Illinois, roadServedBy, Illinois Route 64]
Generated description
Illinois Route 64 is an east–west state highway in northern Illinois that runs through the Chicago metropolitan area and serves communities such as Maywood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 64
Target entity description: Illinois Route 64 is an east–west state highway in northern Illinois that runs through the Chicago metropolitan area and serves communities such as Maywood.
  • A. Illinois Route 53
    Illinois Route 53 is a north–south state highway in northeastern Illinois that serves suburban communities as a major arterial and, in parts, freeway corridor.
  • B. Illinois Route 58
    Illinois Route 58 is a state highway in northeastern Illinois that runs through Chicago’s northwest suburbs, serving as a key east–west arterial route.
  • C. Illinois Route 83
    Illinois Route 83 is a major north–south state highway in northeastern Illinois that connects numerous suburbs in the Chicago metropolitan area.
  • D. Illinois Route 43
    Illinois Route 43 is a major north–south state highway in northeastern Illinois that runs through numerous suburbs of Chicago.
  • E. Illinois Route 47
    Illinois Route 47 is a major north–south state highway in Illinois that runs through multiple counties, including McHenry County, and serves as an important regional transportation corridor.
  • 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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c1560f888190bdd9107b08395e0b completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad67f9b0dc8190a5b38450c227eac5 completed March 8, 2026, 12:13 p.m.
NEDg Description generation batch_69ad68d482948190852098c5e80ad67b completed March 8, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69ad693e60048190bb2179a958a72452 completed March 8, 2026, 12:19 p.m.
Created at: March 1, 2026, 7:51 p.m.