Triple
T20255313
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keisha Castle-Hughes |
E498678
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Donnybrook, Western Australia, Australia
Donnybrook is a small rural town in Western Australia known for its apple orchards and picturesque countryside.
|
E1421353
|
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: Donnybrook, Western Australia, Australia | Statement: [Keisha Castle-Hughes, placeOfBirth, Donnybrook, Western Australia, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donnybrook, Western Australia, Australia Context triple: [Keisha Castle-Hughes, placeOfBirth, Donnybrook, Western Australia, Australia]
-
A.
Joondalup, Western Australia
Joondalup, Western Australia is a major regional city and administrative centre in Perth’s northern suburbs, known for its planned urban development, shopping and commercial precincts, and educational institutions.
-
B.
Brookdale, Western Australia
Brookdale, Western Australia is a residential suburb in the southeastern Perth metropolitan area, known for its family-oriented community and local parks within the City of Armadale.
-
C.
Cottesloe, Western Australia
Cottesloe, Western Australia is a coastal suburb of Perth known for its iconic beachfront, relaxed seaside lifestyle, and historic architecture.
-
D.
Armadale, Western Australia
Armadale, Western Australia is a suburban city and commercial hub in the southeastern metropolitan area of Perth.
-
E.
Bunbury, Western Australia
Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
- 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: Donnybrook, Western Australia, Australia Triple: [Keisha Castle-Hughes, placeOfBirth, Donnybrook, Western Australia, Australia]
Generated description
Donnybrook is a small rural town in Western Australia known for its apple orchards and picturesque countryside.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donnybrook, Western Australia, Australia Target entity description: Donnybrook is a small rural town in Western Australia known for its apple orchards and picturesque countryside.
-
A.
Joondalup, Western Australia
Joondalup, Western Australia is a major regional city and administrative centre in Perth’s northern suburbs, known for its planned urban development, shopping and commercial precincts, and educational institutions.
-
B.
Brookdale, Western Australia
Brookdale, Western Australia is a residential suburb in the southeastern Perth metropolitan area, known for its family-oriented community and local parks within the City of Armadale.
-
C.
Cottesloe, Western Australia
Cottesloe, Western Australia is a coastal suburb of Perth known for its iconic beachfront, relaxed seaside lifestyle, and historic architecture.
-
D.
Armadale, Western Australia
Armadale, Western Australia is a suburban city and commercial hub in the southeastern metropolitan area of Perth.
-
E.
Bunbury, Western Australia
Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673ab60388190be32cc69bf2b6f76 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552a0d4081908a61e56b10a4a98c |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0856ac50e081909c8bc737e4fe6e56 |
completed | May 16, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085746f2f08190a703a832f5867c7b |
completed | May 16, 2026, 11:38 a.m. |
Created at: April 11, 2026, 11:41 p.m.