Triple
T19658729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurontario Street |
E472018
|
entity |
| Predicate | hasPlannedImprovement |
P4375
|
FINISHED |
| Object | streetscape upgrades with LRT project |
—
|
LITERAL FINISHED |
How this triple was built (2 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: streetscape upgrades with LRT project | Statement: [Hurontario Street, hasPlannedImprovement, streetscape upgrades with LRT project]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPlannedImprovement Context triple: [Hurontario Street, hasPlannedImprovement, streetscape upgrades with LRT project]
-
A.
hasImproved
Indicates that an entity’s state, quality, or performance has become better compared to a previous point in time.
-
B.
hasImprovementProgram
Indicates that an entity is associated with, participates in, or is covered by a program specifically designed to improve its performance, condition, or quality.
-
C.
plannedUpgrade
chosen
Indicates that an entity has a scheduled or intended improvement or enhancement to be carried out in the future.
-
D.
seeksToImprove
Indicates an intentional effort by one entity to make another entity or condition better than its current state.
-
E.
improvesOn
Indicates that one entity enhances, refines, or performs better than another entity, typically by addressing its limitations or increasing its effectiveness.
- F. None of above.
Provenance (3 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_69d8e51395348190ac1416d46dfc6db0 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e641485ce481908b3860fa5e3a9f6e |
completed | April 20, 2026, 3:07 p.m. |
| PD | Predicate disambiguation | batch_69e514e941008190898d978d7bde91e4 |
completed | April 19, 2026, 5:46 p.m. |
Created at: April 10, 2026, 1:45 p.m.