Triple
T12315234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waipā District |
E293582
|
entity |
| Predicate | hasSubregion |
P285
|
FINISHED |
| Object |
Cambridge ward
Cambridge ward is an electoral subdivision within New Zealand’s Waipā District that encompasses the town of Cambridge and its surrounding area for local government representation.
|
E976542
|
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: Cambridge ward | Statement: [Waipā District, hasSubregion, Cambridge ward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge ward Context triple: [Waipā District, hasSubregion, Cambridge ward]
-
A.
Cambridge West
Cambridge West is a residential suburb located on the western side of the town of Cambridge in the Waikato region of New Zealand.
-
B.
Bloomsbury ward
Bloomsbury ward is an electoral ward in the London Borough of Camden, covering much of the historic Bloomsbury area known for its universities, cultural institutions, and literary heritage.
-
C.
Cambridge East
Cambridge East is a residential suburb located on the eastern side of the town of Cambridge in the Waikato region of New Zealand.
-
D.
Aston ward
Aston ward is an electoral division within the Birmingham Ladywood constituency in Birmingham, England.
-
E.
Somerset Ward
Somerset Ward is a central Ottawa municipal ward that includes the downtown neighbourhood of Centretown and surrounding urban areas.
- 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: Cambridge ward Triple: [Waipā District, hasSubregion, Cambridge ward]
Generated description
Cambridge ward is an electoral subdivision within New Zealand’s Waipā District that encompasses the town of Cambridge and its surrounding area for local government representation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge ward Target entity description: Cambridge ward is an electoral subdivision within New Zealand’s Waipā District that encompasses the town of Cambridge and its surrounding area for local government representation.
-
A.
Cambridge West
Cambridge West is a residential suburb located on the western side of the town of Cambridge in the Waikato region of New Zealand.
-
B.
Bloomsbury ward
Bloomsbury ward is an electoral ward in the London Borough of Camden, covering much of the historic Bloomsbury area known for its universities, cultural institutions, and literary heritage.
-
C.
Cambridge East
Cambridge East is a residential suburb located on the eastern side of the town of Cambridge in the Waikato region of New Zealand.
-
D.
Aston ward
Aston ward is an electoral division within the Birmingham Ladywood constituency in Birmingham, England.
-
E.
Somerset Ward
Somerset Ward is a central Ottawa municipal ward that includes the downtown neighbourhood of Centretown and surrounding urban areas.
- 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_69d6ab6a2b50819082f6aedd32ed608a |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f05186481909c024a933b4f6c60 |
completed | April 10, 2026, 6:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e86d45881909a9a3c09df0b78f1 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f622a646c481908164ae5387625bb4 |
completed | May 2, 2026, 4:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f623f5aa608190bce3e62e08077216 |
completed | May 2, 2026, 4:19 p.m. |
Created at: April 8, 2026, 9:53 p.m.