Triple
T5272622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashley River waterfront |
E119294
|
entity |
| Predicate | partOfWaterSystem |
P36984
|
FINISHED |
| Object |
Ashley-Cooper river system
The Ashley-Cooper river system is a network of rivers and tidal waterways in the Charleston, South Carolina area that has historically shaped the region’s commerce, settlement, and ecology.
|
E508860
|
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: Ashley-Cooper river system | Statement: [Ashley River waterfront, partOfWaterSystem, Ashley-Cooper river system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley-Cooper river system Context triple: [Ashley River waterfront, partOfWaterSystem, Ashley-Cooper river system]
-
A.
Eno River
The Eno River is a scenic, historically significant waterway in North Carolina known for its protected natural habitats, recreational trails, and role in the development of the Durham area.
-
B.
Shire River
The Shire River is a major river in Malawi that drains Lake Malawi and flows southward into Mozambique, where it joins the Zambezi River.
-
C.
Tred Avon River
The Tred Avon River is a tidal tributary of the Choptank River on Maryland’s Eastern Shore, known for its historic waterfront communities and boating and oystering activities.
-
D.
Douglas–Ribble river system
The Douglas–Ribble river system is a connected network of rivers and tributaries in North West England that ultimately drain into the Ribble Estuary and the Irish Sea.
-
E.
Gavaraget River
The Gavaraget River is a watercourse in Armenia that serves as one of the tributaries feeding into Lake Sevan.
- 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: Ashley-Cooper river system Triple: [Ashley River waterfront, partOfWaterSystem, Ashley-Cooper river system]
Generated description
The Ashley-Cooper river system is a network of rivers and tidal waterways in the Charleston, South Carolina area that has historically shaped the region’s commerce, settlement, and ecology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley-Cooper river system Target entity description: The Ashley-Cooper river system is a network of rivers and tidal waterways in the Charleston, South Carolina area that has historically shaped the region’s commerce, settlement, and ecology.
-
A.
Eno River
The Eno River is a scenic, historically significant waterway in North Carolina known for its protected natural habitats, recreational trails, and role in the development of the Durham area.
-
B.
Shire River
The Shire River is a major river in Malawi that drains Lake Malawi and flows southward into Mozambique, where it joins the Zambezi River.
-
C.
Tred Avon River
The Tred Avon River is a tidal tributary of the Choptank River on Maryland’s Eastern Shore, known for its historic waterfront communities and boating and oystering activities.
-
D.
Douglas–Ribble river system
The Douglas–Ribble river system is a connected network of rivers and tributaries in North West England that ultimately drain into the Ribble Estuary and the Irish Sea.
-
E.
Gavaraget River
The Gavaraget River is a watercourse in Armenia that serves as one of the tributaries feeding into Lake Sevan.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfWaterSystem Context triple: [Ashley River waterfront, partOfWaterSystem, Ashley-Cooper river system]
-
A.
isPartOfWaterSystem
chosen
Indicates that one entity is a component, segment, or subsystem within a larger water distribution, treatment, or management system.
-
B.
partOfWaterway
Indicates that one water-related feature is a constituent or segment of a larger waterway system.
-
C.
waterInfrastructure
Indicates the existence, development, or management of systems and facilities that supply, store, treat, or distribute water between entities.
-
D.
sourceOfWaterSupply
Indicates that one entity serves as the origin or provider of another entity’s water supply.
-
E.
waterType
Indicates the specific kind or category of water associated with an entity (e.g., fresh, salt, brackish).
- 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_69bd446c38e081908cdaf113bdf86790 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7d5a23908190a24e79d1b29d6fcf |
completed | March 20, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06ced8f481909d1714ed3415ab85 |
completed | March 21, 2026, 8:59 p.m. |
| NEDg | Description generation | batch_69bf08e009788190ae74e25f35ccf100 |
completed | March 21, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf0979c11c8190bc5c3957d098d8d5 |
completed | March 21, 2026, 9:11 p.m. |
| PD | Predicate disambiguation | batch_69bd77c71268819094f9f5203eed392d |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:51 p.m.