Triple
T16289826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton East |
E395488
|
entity |
| Predicate | hasNearbySuburb |
P41355
|
FINISHED |
| Object | Hamilton Central |
E395488
|
NE 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: Hamilton Central | Statement: [Hamilton East, hasNearbySuburb, Hamilton Central]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton Central Context triple: [Hamilton East, hasNearbySuburb, Hamilton Central]
-
A.
Hamilton East
Hamilton East is a Canadian federal electoral district located in the eastern part of the city of Hamilton, Ontario.
-
B.
Hamilton East
chosen
Hamilton East is a residential suburb located just east of central Hamilton in New Zealand’s Waikato region.
-
C.
Hamilton North
Hamilton North is a residential suburb in the city of Newcastle, New South Wales, Australia, known for its proximity to the inner-city area and surrounding industrial and commercial zones.
-
D.
Hamilton central business district
Hamilton central business district is the primary commercial and financial hub of Hamilton, Bermuda, characterized by its concentration of offices, shops, and waterfront business activity.
-
E.
Hamilton South
Hamilton South is a residential suburb in Newcastle, New South Wales, known for its proximity to the city centre and nearby coastal areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e249175e24819082e571039e278056 |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f94ede48190835e8a0c6f5d0f19 |
completed | May 10, 2026, 6:03 a.m. |
Created at: April 10, 2026, 5:05 a.m.