Triple

T4316409
Position Surface form Disambiguated ID Type / Status
Subject Hampshire, Illinois E96402 entity
Predicate hasTransportation P105 FINISHED
Object Illinois Route 72
Illinois Route 72 is an east–west state highway in northern Illinois that runs through several communities, including Hampshire, and serves as a regional connector road.
 E438667 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 72 | Statement: [Hampshire, Illinois, hasTransportation, Illinois Route 72]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 72
Context triple: [Hampshire, Illinois, hasTransportation, Illinois Route 72]
  • A. Illinois Route 57
    Illinois Route 57 is a north–south state highway in western Illinois that connects Quincy to Interstate 72 and other regional routes.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Illinois Route 84
    Illinois Route 84 is a state highway in northwestern Illinois that runs along the Mississippi River, connecting several riverfront communities and serving as a scenic and 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 72
Triple: [Hampshire, Illinois, hasTransportation, Illinois Route 72]
Generated description
Illinois Route 72 is an east–west state highway in northern Illinois that runs through several communities, including Hampshire, and serves as a regional connector road.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Illinois Route 72
Target entity description: Illinois Route 72 is an east–west state highway in northern Illinois that runs through several communities, including Hampshire, and serves as a regional connector road.
  • A. Illinois Route 57
    Illinois Route 57 is a north–south state highway in western Illinois that connects Quincy to Interstate 72 and other regional routes.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Illinois Route 84
    Illinois Route 84 is a state highway in northwestern Illinois that runs along the Mississippi River, connecting several riverfront communities and serving as a scenic and 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_69b345422aac81909ddbadae437d122e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350f60dfc819098202b7eb3bbf402 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5f5bf4dd48190b84d8488a4f196a8 completed March 14, 2026, 11:56 p.m.
NEDg Description generation batch_69b5f65e9bec819082c33b0c066cd42b completed March 14, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5fa90f6a48190a27dfeb65f705225 completed March 15, 2026, 12:17 a.m.
Created at: March 12, 2026, 11:12 p.m.