Triple
T4212962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter estuary |
E93947
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Stockton, New South Wales
Stockton, New South Wales is a coastal suburb of Newcastle known for its long sandy beaches, sand dunes, and location at the northern entrance of the Hunter River.
|
E422137
|
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: Stockton, New South Wales | Statement: [Hunter estuary, hasCity, Stockton, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stockton, New South Wales Context triple: [Hunter estuary, hasCity, Stockton, New South Wales]
-
A.
Singleton, New South Wales
Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
-
B.
Muswellbrook, New South Wales
Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
-
C.
Lithgow
Lithgow is an industrial city in New South Wales, Australia, known for its coal mining heritage and location at the western edge of the Blue Mountains.
-
D.
Griffith, New South Wales
Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
-
E.
Wagga Wagga
Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
- 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: Stockton, New South Wales Triple: [Hunter estuary, hasCity, Stockton, New South Wales]
Generated description
Stockton, New South Wales is a coastal suburb of Newcastle known for its long sandy beaches, sand dunes, and location at the northern entrance of the Hunter River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stockton, New South Wales Target entity description: Stockton, New South Wales is a coastal suburb of Newcastle known for its long sandy beaches, sand dunes, and location at the northern entrance of the Hunter River.
-
A.
Singleton, New South Wales
Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
-
B.
Muswellbrook, New South Wales
Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
-
C.
Lithgow
Lithgow is an industrial city in New South Wales, Australia, known for its coal mining heritage and location at the western edge of the Blue Mountains.
-
D.
Griffith, New South Wales
Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
-
E.
Wagga Wagga
Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34be585848190b0b177b5516f53c1 |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59634e52c81908cb967f124a96950 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b5982450f08190a8b20faaec5bd617 |
completed | March 14, 2026, 5:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5989c95b88190a1a917f04c4cd2e5 |
completed | March 14, 2026, 5:19 p.m. |
Created at: March 12, 2026, 11:04 p.m.