Triple
T4530692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broadmeadow |
E106288
|
entity |
| Predicate | nearbySuburb |
P41355
|
FINISHED |
| Object |
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.
|
E450915
|
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 North | Statement: [Broadmeadow, nearbySuburb, Hamilton North]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton North Context triple: [Broadmeadow, nearbySuburb, Hamilton North]
-
A.
Hamilton East
Hamilton East is a residential suburb located just east of central Hamilton in New Zealand’s Waikato region.
-
B.
Hamilton West
Hamilton West is a residential suburb located within the city of Hamilton in New Zealand’s Waikato region.
-
C.
Burlington Heights
Burlington Heights is a historic elevated landform in Hamilton, Ontario, known for its strategic location between Hamilton Harbour and Cootes Paradise and its role in the War of 1812.
-
D.
Hamilton Township
Hamilton Township is a large suburban municipality in central New Jersey known for its residential communities, parks, and proximity to Trenton and major transportation corridors.
-
E.
City of Hamilton
The City of Hamilton is the capital of Bermuda, serving as its primary commercial and political center.
- 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 North Triple: [Broadmeadow, nearbySuburb, Hamilton North]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton North Target entity description: 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.
-
A.
Hamilton East
Hamilton East is a residential suburb located just east of central Hamilton in New Zealand’s Waikato region.
-
B.
Hamilton West
Hamilton West is a residential suburb located within the city of Hamilton in New Zealand’s Waikato region.
-
C.
Burlington Heights
Burlington Heights is a historic elevated landform in Hamilton, Ontario, known for its strategic location between Hamilton Harbour and Cootes Paradise and its role in the War of 1812.
-
D.
Hamilton Township
Hamilton Township is a large suburban municipality in central New Jersey known for its residential communities, parks, and proximity to Trenton and major transportation corridors.
-
E.
City of Hamilton
The City of Hamilton is the capital of Bermuda, serving as its primary commercial and political center.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd579d7a88819083eb0620ca176f2e |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdacde72588190868e3ade922d6033 |
completed | March 20, 2026, 8:23 p.m. |
| NEDg | Description generation | batch_69bdb25a2d5081908a2341496753fa3a |
completed | March 20, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdb2b33d608190a13d6d1ab3f1c513 |
completed | March 20, 2026, 8:48 p.m. |
Created at: March 20, 2026, 1:03 p.m.