Triple

T7921859
Position Surface form Disambiguated ID Type / Status
Subject Yellowhead Highway E183961 entity
Predicate hasSpur P3377 FINISHED
Object Highway 16A (various segments)
Highway 16A (various segments) is a series of auxiliary routes branching from the Yellowhead Highway, typically serving local access and business corridors along the main trans-Canadian route.
E702216 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 16A (various segments) | Statement: [Yellowhead Highway, hasSpur, Highway 16A (various segments)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highway 16A (various segments)
Context triple: [Yellowhead Highway, hasSpur, Highway 16A (various segments)]
  • A. National Route 165
    National Route 165 is a major Japanese national highway in the Kansai region that connects cities in Nara and neighboring prefectures, serving as an important east–west transportation corridor.
  • B. Highway 108
    Highway 108 is a scenic mountain route in California that crosses the Sierra Nevada via Sonora Pass, one of the highest paved passes in the state.
  • 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. National Route 163
    National Route 163 is a Japanese national highway that runs through the Kansai region, connecting parts of Kyoto and Osaka Prefectures and serving as an important east–west arterial road.
  • E. California State Route 168
    California State Route 168 is a state highway in California that connects the Fresno–Clovis metropolitan area to the Sierra Nevada, providing access to mountain communities and recreational areas.
  • 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 16A (various segments)
Triple: [Yellowhead Highway, hasSpur, Highway 16A (various segments)]
Generated description
Highway 16A (various segments) is a series of auxiliary routes branching from the Yellowhead Highway, typically serving local access and business corridors along the main trans-Canadian route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highway 16A (various segments)
Target entity description: Highway 16A (various segments) is a series of auxiliary routes branching from the Yellowhead Highway, typically serving local access and business corridors along the main trans-Canadian route.
  • A. National Route 165
    National Route 165 is a major Japanese national highway in the Kansai region that connects cities in Nara and neighboring prefectures, serving as an important east–west transportation corridor.
  • B. Highway 108
    Highway 108 is a scenic mountain route in California that crosses the Sierra Nevada via Sonora Pass, one of the highest paved passes in the state.
  • 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. National Route 163
    National Route 163 is a Japanese national highway that runs through the Kansai region, connecting parts of Kyoto and Osaka Prefectures and serving as an important east–west arterial road.
  • E. California State Route 168
    California State Route 168 is a state highway in California that connects the Fresno–Clovis metropolitan area to the Sierra Nevada, providing access to mountain communities and recreational areas.
  • 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_69ca828efbe48190bd48482650182e79 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a9499cc8190b6bd81f4625c77ab completed March 31, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe00951748190b6036cb359f2a6e3 completed March 31, 2026, 2:54 p.m.
NEDg Description generation batch_69cbe4888800819080eb11c9b7b7e28f completed March 31, 2026, 3:13 p.m.
NED2 Entity disambiguation (via description) batch_69cc1175c8a481909b29d3b850ad9084 completed March 31, 2026, 6:24 p.m.
Created at: March 30, 2026, 5:06 p.m.