Triple
T8380413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Township of Langley |
E197672
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Willoughby
Willoughby is a rapidly growing residential and commercial neighbourhood in the Township of Langley in British Columbia, Canada.
|
E729882
|
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: Willoughby | Statement: [Township of Langley, hasNeighbourhood, Willoughby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willoughby Context triple: [Township of Langley, hasNeighbourhood, Willoughby]
-
A.
Warrenby
Warrenby is a small village in North Yorkshire, England, situated near the industrial and coastal town of Redcar.
-
B.
Stayton
Stayton is a small city in Marion County, Oregon, located southeast of Salem in the Willamette Valley.
-
C.
Willowbridge
Willowbridge is a small rural settlement located within New Zealand’s Waimate District in the South Island.
-
D.
Spencerville
Spencerville is a small rural community in eastern Ontario, Canada, known for its historic mill and annual Spencerville Fair.
-
E.
Jordanville
Jordanville is a residential suburb in Melbourne, Victoria, Australia, known for its local amenities and train station on the Glen Waverley railway line.
- 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: Willoughby Triple: [Township of Langley, hasNeighbourhood, Willoughby]
Generated description
Willoughby is a rapidly growing residential and commercial neighbourhood in the Township of Langley in British Columbia, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willoughby Target entity description: Willoughby is a rapidly growing residential and commercial neighbourhood in the Township of Langley in British Columbia, Canada.
-
A.
Warrenby
Warrenby is a small village in North Yorkshire, England, situated near the industrial and coastal town of Redcar.
-
B.
Stayton
Stayton is a small city in Marion County, Oregon, located southeast of Salem in the Willamette Valley.
-
C.
Willowbridge
Willowbridge is a small rural settlement located within New Zealand’s Waimate District in the South Island.
-
D.
Spencerville
Spencerville is a small rural community in eastern Ontario, Canada, known for its historic mill and annual Spencerville Fair.
-
E.
Jordanville
Jordanville is a residential suburb in Melbourne, Victoria, Australia, known for its local amenities and train station on the Glen Waverley railway line.
- 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.