Triple

T4457224
Position Surface form Disambiguated ID Type / Status
Subject Lockport, Illinois E97756 entity
Predicate majorHighway P385 FINISHED
Object Illinois Route 7
Illinois Route 7 is a state highway in northeastern Illinois that serves as a key arterial route connecting several southwest Chicago suburbs, including Lockport.
E443439 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 7 | Statement: [Lockport, Illinois, majorHighway, Illinois Route 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Illinois Route 7
Context triple: [Lockport, Illinois, majorHighway, Illinois Route 7]
  • A. Illinois Route 17
    Illinois Route 17 is an east–west state highway in northern Illinois that runs across multiple counties, connecting rural communities and regional routes.
  • B. Illinois Route 19
    Illinois Route 19 is an east–west state highway in northeastern Illinois that runs through Chicago’s northwest suburbs and serves as a major arterial route for local and commuter traffic.
  • C. Illinois Route 3
    Illinois Route 3 is a major north–south state highway in southwestern Illinois that runs along the Mississippi River, connecting numerous communities from near Cairo to the St. Louis metropolitan area.
  • D. 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.
  • E. 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.
  • 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 7
Triple: [Lockport, Illinois, majorHighway, Illinois Route 7]
Generated description
Illinois Route 7 is a state highway in northeastern Illinois that serves as a key arterial route connecting several southwest Chicago suburbs, including Lockport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Illinois Route 7
Target entity description: Illinois Route 7 is a state highway in northeastern Illinois that serves as a key arterial route connecting several southwest Chicago suburbs, including Lockport.
  • A. Illinois Route 17
    Illinois Route 17 is an east–west state highway in northern Illinois that runs across multiple counties, connecting rural communities and regional routes.
  • B. Illinois Route 19
    Illinois Route 19 is an east–west state highway in northeastern Illinois that runs through Chicago’s northwest suburbs and serves as a major arterial route for local and commuter traffic.
  • C. Illinois Route 3
    Illinois Route 3 is a major north–south state highway in southwestern Illinois that runs along the Mississippi River, connecting numerous communities from near Cairo to the St. Louis metropolitan area.
  • D. 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.
  • E. 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.
  • 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356434e9481908f883c09e0908f6b completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b63767f8d08190a58cc441471adf90 completed March 15, 2026, 4:36 a.m.
NEDg Description generation batch_69b63823c30c8190af727acae00da9d3 completed March 15, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b638a398f88190bd0f041e9494aeba completed March 15, 2026, 4:42 a.m.
Created at: March 12, 2026, 11:33 p.m.