Triple
T16289877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waikato Museum |
E395489
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Hamilton central business district
Hamilton central business district is the main commercial and retail heart of Hamilton, New Zealand, featuring offices, shops, dining, and cultural attractions along the Waikato River.
|
E238994
|
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 central business district | Statement: [Waikato Museum, near, Hamilton central business district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton central business district Context triple: [Waikato Museum, near, Hamilton central business district]
-
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 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.
-
C.
Downtown Hamilton
Downtown Hamilton is the central business and commercial district of Hamilton, Ontario, known for its dense urban core, transit hub functions, and mix of offices, shops, and cultural venues.
-
D.
Hamilton town centre
Hamilton town centre is the main commercial and civic hub of the town of Hamilton, featuring shops, services, and public amenities.
-
E.
Downtown Cincinnati
Downtown Cincinnati is the central business district and urban core of Cincinnati, Ohio, known for its riverfront sports venues, corporate headquarters, and cultural attractions.
- 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 central business district Triple: [Waikato Museum, near, Hamilton central business district]
Generated description
Hamilton central business district is the main commercial and retail heart of Hamilton, New Zealand, featuring offices, shops, dining, and cultural attractions along the Waikato River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton central business district Target entity description: Hamilton central business district is the main commercial and retail heart of Hamilton, New Zealand, featuring offices, shops, dining, and cultural attractions along the Waikato River.
-
A.
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.
-
B.
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.
-
C.
Downtown Hamilton
Downtown Hamilton is the central business and commercial district of Hamilton, Ontario, known for its dense urban core, transit hub functions, and mix of offices, shops, and cultural venues.
-
D.
Hamilton town centre
Hamilton town centre is the main commercial and civic hub of the town of Hamilton, featuring shops, services, and public amenities.
-
E.
Downtown Cincinnati
Downtown Cincinnati is the central business district and urban core of Cincinnati, Ohio, known for its riverfront sports venues, corporate headquarters, and cultural attractions.
- F. None of above.
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_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. |
| NEDg | Description generation | batch_6a002067aa708190bc2583c95ab133a4 |
completed | May 10, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00214a2a908190a11388a63de1f7af |
completed | May 10, 2026, 6:10 a.m. |
Created at: April 10, 2026, 5:05 a.m.