Triple
T8380425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Township of Langley |
E197672
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Fraser Highway
Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
|
E729889
|
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: Fraser Highway | Statement: [Township of Langley, contains, Fraser Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fraser Highway Context triple: [Township of Langley, contains, Fraser Highway]
-
A.
Cunningham Highway
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
B.
Chapman Highway
Chapman Highway is a major roadway in Knoxville, Tennessee, serving as a primary commercial and commuter route connecting South Knoxville with surrounding areas.
-
C.
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
D.
Midland Highway
The Midland Highway is a major Australian roadway that serves as a key transport route connecting regional centers and supporting interstate travel.
-
E.
Flinders Highway
Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
- 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: Fraser Highway Triple: [Township of Langley, contains, Fraser Highway]
Generated description
Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fraser Highway Target entity description: Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
-
A.
Cunningham Highway
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
B.
Chapman Highway
Chapman Highway is a major roadway in Knoxville, Tennessee, serving as a primary commercial and commuter route connecting South Knoxville with surrounding areas.
-
C.
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
D.
Midland Highway
The Midland Highway is a major Australian roadway that serves as a key transport route connecting regional centers and supporting interstate travel.
-
E.
Flinders Highway
Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
- 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_69ca82f64c188190af4e1608036b865d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80c57080819097eef2b7e46eaaee |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde803ac088190ae185ef444c9c7b9 |
completed | April 2, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_69cdebf944008190b7e758ac59257e22 |
completed | April 2, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdecd0afbc8190ad373df9506c19de |
completed | April 2, 2026, 4:13 a.m. |
Created at: March 30, 2026, 6:02 p.m.