Triple
T4126294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton Central railway station |
E92731
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Hamilton town centre
Hamilton town centre is the main commercial and civic hub of the town of Hamilton, featuring shops, services, and public amenities.
|
E414968
|
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: Hamilton town centre | Statement: [Hamilton Central railway station, near, Hamilton town centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton town centre Context triple: [Hamilton Central railway station, near, Hamilton town centre]
-
A.
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.
-
B.
Hamilton East
Hamilton East is a residential suburb located just east of central Hamilton in New Zealand’s Waikato region.
-
C.
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.
-
D.
City of Hamilton
The City of Hamilton is the capital of Bermuda, serving as its primary commercial and political center.
-
E.
City of Hamilton
The City of Hamilton is a major industrial and port city in Ontario, Canada, located on the western tip of Lake Ontario and forming a key urban center within the Greater Toronto and Hamilton Area.
- 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: Hamilton town centre Triple: [Hamilton Central railway station, near, Hamilton town centre]
Generated description
Hamilton town centre is the main commercial and civic hub of the town of Hamilton, featuring shops, services, and public amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton town centre Target entity description: Hamilton town centre is the main commercial and civic hub of the town of Hamilton, featuring shops, services, and public amenities.
-
A.
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.
-
B.
Hamilton East
Hamilton East is a residential suburb located just east of central Hamilton in New Zealand’s Waikato region.
-
C.
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.
-
D.
City of Hamilton
The City of Hamilton is the capital of Bermuda, serving as its primary commercial and political center.
-
E.
City of Hamilton
The City of Hamilton is a major industrial and port city in Ontario, Canada, located on the western tip of Lake Ontario and forming a key urban center within the Greater Toronto and Hamilton Area.
- 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_69aed9685f70819086932777aec8d959 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69af0219f0e48190b0a925f09d858d65 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576b96e588190bdf346a66a95138a |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b577d391ac8190b6062b1f64e2e7e8 |
completed | March 14, 2026, 2:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5787ed214819092fc425152069df9 |
completed | March 14, 2026, 3:02 p.m. |
Created at: March 9, 2026, 3:41 p.m.