Triple
T15805884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darkinjung people |
E383213
|
entity |
| Predicate | hasDemographicArea |
P114768
|
FINISHED |
| Object |
Gosford region
The Gosford region is an area on the Central Coast of New South Wales, Australia, encompassing coastal, urban, and bushland communities traditionally associated with the Darkinjung people.
|
E1180312
|
NE FINISHED |
How this triple was built (5 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: Gosford region | Statement: [Darkinjung people, hasDemographicArea, Gosford region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gosford region Context triple: [Darkinjung people, hasDemographicArea, Gosford region]
-
A.
Wyong region
The Wyong region is a local area on the Central Coast of New South Wales, Australia, encompassing the town of Wyong and its surrounding communities.
-
B.
Port Macquarie-Hastings region
The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
-
C.
St George region
The St George region is an important agricultural district in southern Queensland, Australia, known particularly for its large-scale irrigated cotton production.
-
D.
Bathurst Region
Bathurst Region is a local government area in New South Wales, Australia, best known for encompassing the city of Bathurst and the famous Mount Panorama motor racing circuit.
-
E.
Lismore region
The Lismore region is an area in northern New South Wales, Australia, traditionally inhabited by the Bundjalung people and known for its rich Aboriginal cultural heritage and subtropical landscapes.
- 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: Gosford region Triple: [Darkinjung people, hasDemographicArea, Gosford region]
Generated description
The Gosford region is an area on the Central Coast of New South Wales, Australia, encompassing coastal, urban, and bushland communities traditionally associated with the Darkinjung people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gosford region Target entity description: The Gosford region is an area on the Central Coast of New South Wales, Australia, encompassing coastal, urban, and bushland communities traditionally associated with the Darkinjung people.
-
A.
Wyong region
The Wyong region is a local area on the Central Coast of New South Wales, Australia, encompassing the town of Wyong and its surrounding communities.
-
B.
Port Macquarie-Hastings region
The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
-
C.
St George region
The St George region is an important agricultural district in southern Queensland, Australia, known particularly for its large-scale irrigated cotton production.
-
D.
Bathurst Region
Bathurst Region is a local government area in New South Wales, Australia, best known for encompassing the city of Bathurst and the famous Mount Panorama motor racing circuit.
-
E.
Lismore region
The Lismore region is an area in northern New South Wales, Australia, traditionally inhabited by the Bundjalung people and known for its rich Aboriginal cultural heritage and subtropical landscapes.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDemographicArea Context triple: [Darkinjung people, hasDemographicArea, Gosford region]
-
A.
hasDemographic
Indicates that an entity is associated with or characterized by a particular demographic group or attribute.
-
B.
hasDemographicPresenceIn
chosen
Indicates that a particular demographic group exists or is represented within a specified geographic area or population context.
-
C.
hasDemographicCenter
Indicates that an entity has a primary geographic location where the majority or core concentration of its associated population or demographic group is found.
-
D.
hasCensusAreas
Indicates that an entity is associated with one or more defined census areas used for demographic or statistical purposes.
-
E.
demographicRegion
Indicates that an entity is associated with, belongs to, or is characterized by a particular geographic or administrative region for demographic purposes.
- F. None of above.
Provenance (6 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b52682548190998d8b6a08982877 |
completed | April 16, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa12f92e48190bc2886f4070cfc70 |
completed | May 9, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69ffa417ee248190808b0fecfb58d705 |
completed | May 9, 2026, 9:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffa5372f248190827cdc4985fee1ef |
completed | May 9, 2026, 9:20 p.m. |
| PD | Predicate disambiguation | batch_69e0053b847c8190945726c3ddac21cc |
completed | April 15, 2026, 9:38 p.m. |
Created at: April 10, 2026, 4:48 a.m.