Triple
T28605154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kitchener–Waterloo metropolitan area |
E724023
|
entity |
| Predicate | hasInnovationDistrict |
P460
|
FINISHED |
| Object | Downtown Kitchener innovation district |
—
|
NE NERFINISHED |
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: Downtown Kitchener innovation district | Statement: [Kitchener–Waterloo metropolitan area, hasInnovationDistrict, Downtown Kitchener innovation district]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasInnovationDistrict Context triple: [Kitchener–Waterloo metropolitan area, hasInnovationDistrict, Downtown Kitchener innovation district]
-
A.
hasInnovationHub
chosen
Indicates that an entity hosts, contains, or is associated with a dedicated center or facility focused on innovation activities.
-
B.
hasInnovationStatus
Indicates that an entity holds a particular classification or state regarding its level, type, or stage of innovation.
-
C.
isNearTechnologyHub
Indicates that an entity is located close to a significant center of technological activity, such as a tech district, innovation cluster, or major tech campus.
-
D.
hasInnovationType
Indicates that an entity is associated with, or classified by, a specific type or category of innovation.
-
E.
isInBusinessDistrict
Indicates that an entity is located within a designated business or commercial district area.
- 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_69f01d816d7c8190a1fe27e3434041dc |
completed | April 28, 2026, 2:37 a.m. |
| NER | Named-entity recognition | batch_69fdbc5ef46c8190bbcfb9798f4615b7 |
completed | May 8, 2026, 10:35 a.m. |
| PD | Predicate disambiguation | batch_69fdbb270338819082ce3f73903e884f |
completed | May 8, 2026, 10:29 a.m. |
Created at: April 28, 2026, 4:27 a.m.