Triple
T15409843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurstville |
E368556
|
entity |
| Predicate | hasShoppingCentre |
P4285
|
FINISHED |
| Object |
Hurstville Central
Hurstville Central is a major retail and commercial shopping complex located in the suburb of Hurstville in southern Sydney, Australia.
|
E1154185
|
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: Hurstville Central | Statement: [Hurstville, hasShoppingCentre, Hurstville Central]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hurstville Central Context triple: [Hurstville, hasShoppingCentre, Hurstville Central]
-
A.
Blacktown Boys High School
Blacktown Boys High School is a public secondary school for boys located in the suburb of Blacktown in Western Sydney, Australia.
-
B.
Hurstville
Hurstville is a major commercial and residential suburb in southern Sydney, New South Wales, known as a key regional centre for shopping and transport.
-
C.
Hornsby Girls' High School
Hornsby Girls' High School is a selective public secondary school for girls located in the northern suburbs of Sydney, Australia.
-
D.
Rydalmere Public School
Rydalmere Public School is a government-funded primary school serving the local community in the suburb of Rydalmere, New South Wales, Australia.
-
E.
Blacktown Girls High School
Blacktown Girls High School is a public secondary school for girls located in the suburb of Blacktown in Western Sydney, Australia.
- 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: Hurstville Central Triple: [Hurstville, hasShoppingCentre, Hurstville Central]
Generated description
Hurstville Central is a major retail and commercial shopping complex located in the suburb of Hurstville in southern Sydney, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hurstville Central Target entity description: Hurstville Central is a major retail and commercial shopping complex located in the suburb of Hurstville in southern Sydney, Australia.
-
A.
Blacktown Boys High School
Blacktown Boys High School is a public secondary school for boys located in the suburb of Blacktown in Western Sydney, Australia.
-
B.
Hurstville
Hurstville is a major commercial and residential suburb in southern Sydney, New South Wales, known as a key regional centre for shopping and transport.
-
C.
Hornsby Girls' High School
Hornsby Girls' High School is a selective public secondary school for girls located in the northern suburbs of Sydney, Australia.
-
D.
Rydalmere Public School
Rydalmere Public School is a government-funded primary school serving the local community in the suburb of Rydalmere, New South Wales, Australia.
-
E.
Blacktown Girls High School
Blacktown Girls High School is a public secondary school for girls located in the suburb of Blacktown in Western Sydney, Australia.
- 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_69d85a16c68c819099c1b547fbc87b32 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03ea4f13c819085d26fd32b5dca6f |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff135d65988190b35392bdf1e45985 |
completed | May 9, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_69ff14042ce8819084817836b096f175 |
completed | May 9, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff14745a8c81909b10d6b21b88b50b |
completed | May 9, 2026, 11:03 a.m. |
Created at: April 10, 2026, 3:20 a.m.