Triple
T14617253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blacktown |
E343116
|
entity |
| Predicate | isCommercialCentreOf |
P13740
|
FINISHED |
| Object | City of Blacktown |
E343116
|
NE FINISHED |
How this triple was built (2 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: City of Blacktown | Statement: [Blacktown, isCommercialCentreOf, City of Blacktown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Blacktown Context triple: [Blacktown, isCommercialCentreOf, City of Blacktown]
-
A.
Blacktown
chosen
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
B.
Erskineville
Erskineville is an inner-city suburb of Sydney, Australia, located in the Inner West and known for its village-like atmosphere, historic terraces, and diverse community.
-
C.
Marrickville
Marrickville is a diverse inner-western suburb of Sydney, Australia, known for its multicultural community, vibrant arts and food scene, and working-class roots.
-
D.
Kurrajong Heights
Kurrajong Heights is a small village in the Hawkesbury region of New South Wales, Australia, known for its elevated position, cool climate, and scenic views over the Blue Mountains and surrounding countryside.
-
E.
Drummoyne
Drummoyne is a harbourside suburb in Sydney, Australia, known for its waterfront views, parks, and residential character.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822dec68081908c2553145c4051dc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb46439b88190a4affcc7ccedab6b |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde16c005c81908b54fcfd4243d820 |
completed | May 8, 2026, 1:13 p.m. |
Created at: April 10, 2026, 1:25 a.m.