Triple

T818507
Position Surface form Disambiguated ID Type / Status
Subject Lake County, Illinois E17699 entity
Predicate hasHighway P385 FINISHED
Object 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.
 E108641 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 53 | Statement: [Lake County, Illinois, hasHighway, Illinois Route 53]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 53
Context triple: [Lake County, Illinois, hasHighway, Illinois Route 53]
  • A. Illinois Route 172
    Illinois Route 172 is a state highway in northwestern Illinois that serves as a local connector route, including access to the village of Tampico.
  • B. Interstate 294
    Interstate 294 is a major toll highway in the Chicago metropolitan area that forms part of the Tri-State Tollway, carrying traffic around the city and connecting key regional routes.
  • C. I-290
    I-290 is a major Interstate Highway in northeastern Illinois that serves as a key commuter route connecting Chicago with its western suburbs.
  • D. U.S. Route 71
    U.S. Route 71 is a major north–south United States highway running from Louisiana through several Midwestern states to the Canadian border in Minnesota.
  • E. Interstate 74
    Interstate 74 is a major east–west U.S. Interstate Highway that runs through multiple Midwestern and Southeastern states, including a segment in North Carolina.
  • 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 53
Triple: [Lake County, Illinois, hasHighway, Illinois Route 53]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 53
Target entity description: 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.
  • A. Illinois Route 172
    Illinois Route 172 is a state highway in northwestern Illinois that serves as a local connector route, including access to the village of Tampico.
  • B. Interstate 294
    Interstate 294 is a major toll highway in the Chicago metropolitan area that forms part of the Tri-State Tollway, carrying traffic around the city and connecting key regional routes.
  • C. I-290
    I-290 is a major Interstate Highway in northeastern Illinois that serves as a key commuter route connecting Chicago with its western suburbs.
  • D. U.S. Route 71
    U.S. Route 71 is a major north–south United States highway running from Louisiana through several Midwestern states to the Canadian border in Minnesota.
  • E. Interstate 74
    Interstate 74 is a major east–west U.S. Interstate Highway that runs through multiple Midwestern and Southeastern states, including a segment in North Carolina.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab63f4a48190a61a14c3c41ed641 completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf4f602481908f9c399063a605b9 completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7d057255c8190be090aef2a690ad7 completed March 4, 2026, 6:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7d0b60f6881908060455f4a9b4ec6 completed March 4, 2026, 6:27 a.m.
Created at: March 1, 2026, 7:38 p.m.