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.