Triple
T6389027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waimakariri District |
E143771
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Loburn
Loburn is a small rural settlement in New Zealand’s Canterbury region, known for its farming community and scenic countryside.
|
E589776
|
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: Loburn | Statement: [Waimakariri District, containsSettlement, Loburn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loburn Context triple: [Waimakariri District, containsSettlement, Loburn]
-
A.
Larbert
Larbert is a small town in central Scotland, situated in the Falkirk council area and historically known for its industrial heritage and transport links.
-
B.
Gilmerton
Gilmerton is a residential suburb in the south of Edinburgh, Scotland, known historically for its mining community and the underground passageways of Gilmerton Cove.
-
C.
Broxburn
Broxburn is a town in West Lothian, Scotland, historically known for its shale oil industry and situated to the west of Edinburgh.
-
D.
Uddingston
Uddingston is a suburban town in Scotland, situated near Glasgow and known for its residential character and local amenities.
-
E.
Larkhall
Larkhall is a small town in central Scotland known historically for its mining and industrial heritage.
- 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: Loburn Triple: [Waimakariri District, containsSettlement, Loburn]
Generated description
Loburn is a small rural settlement in New Zealand’s Canterbury region, known for its farming community and scenic countryside.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loburn Target entity description: Loburn is a small rural settlement in New Zealand’s Canterbury region, known for its farming community and scenic countryside.
-
A.
Larbert
Larbert is a small town in central Scotland, situated in the Falkirk council area and historically known for its industrial heritage and transport links.
-
B.
Gilmerton
Gilmerton is a residential suburb in the south of Edinburgh, Scotland, known historically for its mining community and the underground passageways of Gilmerton Cove.
-
C.
Broxburn
Broxburn is a town in West Lothian, Scotland, historically known for its shale oil industry and situated to the west of Edinburgh.
-
D.
Uddingston
Uddingston is a suburban town in Scotland, situated near Glasgow and known for its residential character and local amenities.
-
E.
Larkhall
Larkhall is a small town in central Scotland known historically for its mining and industrial heritage.
- 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_69c008dac1ec81909cef8157ccd69962 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0686b4f34819088ff07185b34e536 |
completed | March 22, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6388224fc8190aabd6e6d75887367 |
completed | March 27, 2026, 7:57 a.m. |
| NEDg | Description generation | batch_69c6397756c481909ca13339c2186c0a |
completed | March 27, 2026, 8:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63a0a4a108190b474555d8cb1540c |
completed | March 27, 2026, 8:04 a.m. |
Created at: March 22, 2026, 4:34 p.m.