Triple

T1782374
Position Surface form Disambiguated ID Type / Status
Subject Highway 407 ETR E39316 entity
Predicate connectsTo P845 FINISHED
Object Highway 412
Highway 412 is a north–south toll highway in Ontario, Canada, linking Highway 401 with Highway 407 and serving as a key connector in the Greater Toronto Area road network.
E949747 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: Highway 412 | Statement: [Highway 407 ETR, connectsTo, Highway 412]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 412
Context triple: [Highway 407 ETR, connectsTo, Highway 412]
  • A. Highway 410
    Highway 410 is a major controlled-access freeway in Ontario, Canada, that connects the city of Mississauga to Brampton and links to other key routes in the Greater Toronto Area.
  • B. Highway 409
    Highway 409 is a short Ontario 400-series highway in the Greater Toronto Area that primarily serves as a connector between Highway 401 and Toronto Pearson International Airport.
  • C. Federal Highway 136
    Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
  • D. State Highway 114
    State Highway 114 is a major Texas state highway that serves as a key east–west transportation corridor through the Dallas–Fort Worth metropolitan area, including the city of Irving.
  • E. State Highway 243
    State Highway 243 is a Texas state highway that serves as an important east–west route connecting communities in Kaufman County and the surrounding region.
  • 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: Highway 412
Triple: [Highway 407 ETR, connectsTo, Highway 412]
Generated description
Highway 412 is a north–south toll highway in Ontario, Canada, linking Highway 401 with Highway 407 and serving as a key connector in the Greater Toronto Area road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 412
Target entity description: Highway 412 is a north–south toll highway in Ontario, Canada, linking Highway 401 with Highway 407 and serving as a key connector in the Greater Toronto Area road network.
  • A. Highway 410
    Highway 410 is a major controlled-access freeway in Ontario, Canada, that connects the city of Mississauga to Brampton and links to other key routes in the Greater Toronto Area.
  • B. Highway 409
    Highway 409 is a short Ontario 400-series highway in the Greater Toronto Area that primarily serves as a connector between Highway 401 and Toronto Pearson International Airport.
  • C. Federal Highway 136
    Federal Highway 136 is a Mexican federal roadway that serves as a key regional route connecting the city of Texcoco with other parts of central Mexico.
  • D. State Highway 114
    State Highway 114 is a major Texas state highway that serves as a key east–west transportation corridor through the Dallas–Fort Worth metropolitan area, including the city of Irving.
  • E. State Highway 243
    State Highway 243 is a Texas state highway that serves as an important east–west route connecting communities in Kaufman County and the surrounding region.
  • 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_69a88630519c8190a17addd83c4a3ef4 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa64e34fe881908aa75f2b4141b87b completed March 6, 2026, 5:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1658e03a8819098ea2ac2f818a61a completed April 29, 2026, 1:57 a.m.
NEDg Description generation batch_69f16e31ebfc81908255e24b96bf9a99 completed April 29, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69f1a09eae7481908200709ae9721d53 completed April 29, 2026, 6:09 a.m.
Created at: March 4, 2026, 7:31 p.m.