Triple
T2328974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saginaw |
E48356
|
entity |
| Predicate | hasRiverFeature |
P1094
|
FINISHED |
| Object |
Saginaw River waterfront
The Saginaw River waterfront is a developed riverfront district in Saginaw, Michigan, featuring parks, walkways, marinas, and venues that support recreation, events, and scenic views along the Saginaw River.
|
E72183
|
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: Saginaw River waterfront | Statement: [Saginaw, hasRiverFeature, Saginaw River waterfront]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saginaw River waterfront Context triple: [Saginaw, hasRiverFeature, Saginaw River waterfront]
-
A.
Saginaw River
The Saginaw River is a major river in Michigan that drains a large portion of the state's Lower Peninsula and flows into Saginaw Bay on Lake Huron.
-
B.
Detroit Harbor
Detroit Harbor is a sheltered natural harbor and ferry port on Washington Island in Door County, Wisconsin, serving as a key access point between the island and mainland.
-
C.
Canton waterfront
Canton waterfront is a revitalized waterfront neighborhood and promenade area in southeast Baltimore known for its marinas, parks, restaurants, and scenic views of the harbor.
-
D.
Riverview, Michigan
Riverview, Michigan is a small suburban city in southeastern Michigan, located along the Detroit River and known for its residential character within the Downriver area near Detroit.
-
E.
Detroit River
The Detroit River is a strait of the Great Lakes system that forms part of the border between the United States and Canada, connecting Lake St. Clair to Lake Erie and serving as a major shipping and industrial waterway.
- 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: Saginaw River waterfront Triple: [Saginaw, hasRiverFeature, Saginaw River waterfront]
Generated description
The Saginaw River waterfront is a developed riverfront district in Saginaw, Michigan, featuring parks, walkways, marinas, and venues that support recreation, events, and scenic views along the Saginaw River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saginaw River waterfront Target entity description: The Saginaw River waterfront is a developed riverfront district in Saginaw, Michigan, featuring parks, walkways, marinas, and venues that support recreation, events, and scenic views along the Saginaw River.
-
A.
Saginaw River
chosen
The Saginaw River is a major river in Michigan that drains a large portion of the state's Lower Peninsula and flows into Saginaw Bay on Lake Huron.
-
B.
Detroit Harbor
Detroit Harbor is a sheltered natural harbor and ferry port on Washington Island in Door County, Wisconsin, serving as a key access point between the island and mainland.
-
C.
Canton waterfront
Canton waterfront is a revitalized waterfront neighborhood and promenade area in southeast Baltimore known for its marinas, parks, restaurants, and scenic views of the harbor.
-
D.
Riverview, Michigan
Riverview, Michigan is a small suburban city in southeastern Michigan, located along the Detroit River and known for its residential character within the Downriver area near Detroit.
-
E.
Detroit River
The Detroit River is a strait of the Great Lakes system that forms part of the border between the United States and Canada, connecting Lake St. Clair to Lake Erie and serving as a major shipping and industrial waterway.
- F. None of above.
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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc665c6548190af90d70475b4519b |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae897243c48190a18b0e02ad664ead |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8ace309c8190b57426d1449de723 |
completed | March 9, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8b56d8548190aa6a99f3f7d99c3e |
completed | March 9, 2026, 8:56 a.m. |
Created at: March 4, 2026, 7:50 p.m.