Triple
T4042501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newcastle |
E83982
|
entity |
| Predicate | hasSuburb |
P747
|
FINISHED |
| Object |
New Lambton
New Lambton is a residential suburb located within the city of Newcastle in New South Wales, Australia, known for its local shops, parks, and community facilities.
|
E409383
|
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: New Lambton | Statement: [Newcastle, hasSuburb, New Lambton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Lambton Context triple: [Newcastle, hasSuburb, New Lambton]
-
A.
Muswellbrook Shire
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
-
B.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
C.
Etone
Etone is the historical name for the English town now known as Nuneaton in Warwickshire.
-
D.
Kurrajong
Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
-
E.
Maitland
Maitland is a rural service town located in the central region of South Australia's Yorke Peninsula.
- 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: New Lambton Triple: [Newcastle, hasSuburb, New Lambton]
Generated description
New Lambton is a residential suburb located within the city of Newcastle in New South Wales, Australia, known for its local shops, parks, and community facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Lambton Target entity description: New Lambton is a residential suburb located within the city of Newcastle in New South Wales, Australia, known for its local shops, parks, and community facilities.
-
A.
Muswellbrook Shire
Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
-
B.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
C.
Etone
Etone is the historical name for the English town now known as Nuneaton in Warwickshire.
-
D.
Kurrajong
Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
-
E.
Maitland
Maitland is a rural service town located in the central region of South Australia's Yorke Peninsula.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb5b65c08190ba3f340ed18737f8 |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5564d0fb881909ba645714be27b95 |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a291d8c8190976e764011692ba0 |
completed | March 14, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55a9ec7e88190bc5d165fd666f4b3 |
completed | March 14, 2026, 12:54 p.m. |
Created at: March 9, 2026, 3:37 p.m.