Triple
T14078170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penrith |
E338793
|
entity |
| Predicate | nearbySuburb |
P41355
|
FINISHED |
| Object |
Cambridge Gardens
Cambridge Gardens is a residential suburb in the Penrith area of Western Sydney, New South Wales, Australia.
|
E1077207
|
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 Gardens | Statement: [Penrith, nearbySuburb, Cambridge Gardens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge Gardens Context triple: [Penrith, nearbySuburb, Cambridge Gardens]
-
A.
Bedford Gardens
Bedford Gardens is a primarily residential and commercial suburb within Bedfordview, east of Johannesburg, known for its shopping centres, apartment complexes, and proximity to major transport routes.
-
B.
Greenhill Gardens
Greenhill Gardens is a popular seafront public garden in Weymouth, Dorset, known for its landscaped flowerbeds, coastal views, and recreational facilities.
-
C.
Warwick Gardens
Warwick Gardens is a residential street in the Kensington area of London, known for its proximity to Kensington High Street and its mix of period townhouses and flats.
-
D.
Parsons Gardens
Parsons Gardens is a small, tranquil public park and garden in Seattle’s Queen Anne neighborhood, known for its manicured lawns, mature trees, and popular use as a wedding and event venue.
-
E.
Talbot Green
Talbot Green is a retail and commercial village in Rhondda Cynon Taf, South Wales, known for its shopping centre and role as a local economic hub.
- 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 Gardens Triple: [Penrith, nearbySuburb, Cambridge Gardens]
Generated description
Cambridge Gardens is a residential suburb in the Penrith area of Western Sydney, New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge Gardens Target entity description: Cambridge Gardens is a residential suburb in the Penrith area of Western Sydney, New South Wales, Australia.
-
A.
Bedford Gardens
Bedford Gardens is a primarily residential and commercial suburb within Bedfordview, east of Johannesburg, known for its shopping centres, apartment complexes, and proximity to major transport routes.
-
B.
Greenhill Gardens
Greenhill Gardens is a popular seafront public garden in Weymouth, Dorset, known for its landscaped flowerbeds, coastal views, and recreational facilities.
-
C.
Warwick Gardens
Warwick Gardens is a residential street in the Kensington area of London, known for its proximity to Kensington High Street and its mix of period townhouses and flats.
-
D.
Parsons Gardens
Parsons Gardens is a small, tranquil public park and garden in Seattle’s Queen Anne neighborhood, known for its manicured lawns, mature trees, and popular use as a wedding and event venue.
-
E.
Talbot Green
Talbot Green is a retail and commercial village in Rhondda Cynon Taf, South Wales, known for its shopping centre and role as a local economic hub.
- 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5c5e027881908f610f5bab7598d4 |
completed | April 14, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb670f51c819088e8d0137f8d3bb1 |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcbef464248190881012d92777557c |
completed | May 7, 2026, 4:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcbfbae7608190a8d8cf0fa270df9d |
completed | May 7, 2026, 4:37 p.m. |
Created at: April 9, 2026, 10:21 p.m.