Triple
T3983956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Queensland |
E86824
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Blackwater
Blackwater is a coal-mining town in Central Queensland, Australia, known for its large open-cut coal mines and role in the region’s mining industry.
|
E404819
|
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: Blackwater | Statement: [Central Queensland, contains, Blackwater]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blackwater Context triple: [Central Queensland, contains, Blackwater]
-
A.
Blackwater
Blackwater is a small town in the Hart district of Hampshire, England, situated on the border with Surrey and forming part of the wider Blackwater Valley conurbation.
-
B.
Blackwater
"Blackwater" is a critically acclaimed episode of Game of Thrones renowned for its large-scale, cinematic depiction of the Battle of Blackwater Bay and its intense, character-driven storytelling.
-
C.
Blackwater River
Blackwater River is a scenic, tannin-dark river in northwest Florida known for its sandy beaches, paddling, and fishing opportunities.
-
D.
Blackwater River
The Blackwater River is a waterway in Northern Ireland that served as a significant geographic feature during the 1646 Battle of Benburb in the Irish Confederate Wars.
-
E.
Putrid Sea
The Putrid Sea is a large, shallow system of lagoons on the northern coast of Crimea, known for its high salinity, strong odor, and distinctive pinkish waters.
- 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: Blackwater Triple: [Central Queensland, contains, Blackwater]
Generated description
Blackwater is a coal-mining town in Central Queensland, Australia, known for its large open-cut coal mines and role in the region’s mining industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blackwater Target entity description: Blackwater is a coal-mining town in Central Queensland, Australia, known for its large open-cut coal mines and role in the region’s mining industry.
-
A.
Blackwater
Blackwater is a small town in the Hart district of Hampshire, England, situated on the border with Surrey and forming part of the wider Blackwater Valley conurbation.
-
B.
Blackwater
"Blackwater" is a critically acclaimed episode of Game of Thrones renowned for its large-scale, cinematic depiction of the Battle of Blackwater Bay and its intense, character-driven storytelling.
-
C.
Blackwater River
Blackwater River is a scenic, tannin-dark river in northwest Florida known for its sandy beaches, paddling, and fishing opportunities.
-
D.
Blackwater River
The Blackwater River is a waterway in Northern Ireland that served as a significant geographic feature during the 1646 Battle of Benburb in the Irish Confederate Wars.
-
E.
Putrid Sea
The Putrid Sea is a large, shallow system of lagoons on the northern coast of Crimea, known for its high salinity, strong odor, and distinctive pinkish waters.
- 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_69aed93fd9d4819085d3b2137d2346cb |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9de58d48190969f354a1bf0df94 |
completed | March 9, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b540284d548190821d37b68974a2d2 |
completed | March 14, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69b54126234c8190990cf6df84a83e92 |
completed | March 14, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5458d736481908ca826fa4fd01b8c |
completed | March 14, 2026, 11:25 a.m. |
Created at: March 9, 2026, 3:33 p.m.