Triple
T11814356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ralph Darling |
E280959
|
entity |
| Predicate | notableFor |
P22
|
FINISHED |
| Object |
infrastructure development in New South Wales
Infrastructure development in New South Wales refers to the extensive building and improvement of roads, public works, and colonial facilities that transformed the Australian colony’s transport and administrative systems in the early 19th century.
|
E947609
|
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: infrastructure development in New South Wales | Statement: [Ralph Darling, notableFor, infrastructure development in New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: infrastructure development in New South Wales Context triple: [Ralph Darling, notableFor, infrastructure development in New South Wales]
-
A.
New South Wales Public Works Department
The New South Wales Public Works Department was a government agency responsible for designing, constructing, and maintaining major public infrastructure and buildings in the Australian state of New South Wales.
-
B.
New South Wales rail network
The New South Wales rail network is an extensive system of passenger and freight railway lines that connects major cities, regional centres, and rural areas across the Australian state of New South Wales.
-
C.
Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
-
D.
New South Wales port network
The New South Wales port network is the integrated system of major commercial seaports in the Australian state of New South Wales that supports regional, national, and international trade and logistics.
-
E.
NEM New South Wales region
The NEM New South Wales region is the section of Australia’s National Electricity Market that covers electricity generation, transmission, and wholesale trading within the state of New South Wales.
- 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: infrastructure development in New South Wales Triple: [Ralph Darling, notableFor, infrastructure development in New South Wales]
Generated description
Infrastructure development in New South Wales refers to the extensive building and improvement of roads, public works, and colonial facilities that transformed the Australian colony’s transport and administrative systems in the early 19th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: infrastructure development in New South Wales Target entity description: Infrastructure development in New South Wales refers to the extensive building and improvement of roads, public works, and colonial facilities that transformed the Australian colony’s transport and administrative systems in the early 19th century.
-
A.
New South Wales Public Works Department
The New South Wales Public Works Department was a government agency responsible for designing, constructing, and maintaining major public infrastructure and buildings in the Australian state of New South Wales.
-
B.
New South Wales rail network
The New South Wales rail network is an extensive system of passenger and freight railway lines that connects major cities, regional centres, and rural areas across the Australian state of New South Wales.
-
C.
Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
-
D.
New South Wales port network
The New South Wales port network is the integrated system of major commercial seaports in the Australian state of New South Wales that supports regional, national, and international trade and logistics.
-
E.
NEM New South Wales region
The NEM New South Wales region is the section of Australia’s National Electricity Market that covers electricity generation, transmission, and wholesale trading within the state of New South Wales.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5ccbbd481908c9013cb5a50c079 |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f131b62abc8190a02f584541baaee5 |
completed | April 28, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69f141b31c9081908f19ff870f5f3c33 |
completed | April 28, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f14fdb39d48190828668fc535d7f6a |
completed | April 29, 2026, 12:24 a.m. |
Created at: April 8, 2026, 9:42 p.m.