Triple
T9831451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton central business district |
E238994
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Hamilton city centre |
E238994
|
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 city centre | Statement: [Hamilton central business district, partOf, Hamilton city centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton city centre Context triple: [Hamilton central business district, partOf, Hamilton city centre]
-
A.
Hamilton town centre
Hamilton town centre is the main commercial and civic hub of the town of Hamilton, featuring shops, services, and public amenities.
-
B.
Hamilton central business district
chosen
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.
-
C.
Hamilton urban area
Hamilton urban area is a major city and surrounding metropolitan region in New Zealand, centered on the city of Hamilton in the Waikato region of the North Island.
-
D.
Hamilton bus station
Hamilton bus station is a public transport hub in Hamilton, Scotland, providing local and regional bus services and interchange with nearby rail connections.
-
E.
Hamilton City
Hamilton City is the largest urban center in New Zealand’s Waikato region, known for its role as a major economic and educational hub on the banks of the Waikato River.
- 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_69ca84e314108190978324a4bdb959f8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb335623c8190902de29795bce87d |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5c066a08190baabf3141c10d9f3 |
completed | April 5, 2026, 3:23 a.m. |
Created at: March 30, 2026, 8:32 p.m.