Triple
T12386060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benton Harbor, Michigan |
E295866
|
entity |
| Predicate | hasWaterfront |
P1489
|
FINISHED |
| Object | St. Joseph River waterfront |
E539156
|
NE FINISHED |
How this triple was built (2 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: St. Joseph River waterfront | Statement: [Benton Harbor, Michigan, hasWaterfront, St. Joseph River waterfront]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. Joseph River waterfront Context triple: [Benton Harbor, Michigan, hasWaterfront, St. Joseph River waterfront]
-
A.
Moline riverfront
Moline riverfront is a revitalized waterfront district in Moline, Illinois, featuring parks, trails, entertainment venues, and scenic views along the Mississippi River.
-
B.
Evansville Riverfront
Evansville Riverfront is a developed public waterfront area along the Ohio River in Evansville, Indiana, featuring parks, walkways, event spaces, and scenic views.
-
C.
Mishawaka Riverwalk
chosen
Mishawaka Riverwalk is a scenic pedestrian and recreational trail along the St. Joseph River in Mishawaka, Indiana, featuring parks, overlooks, and access to the waterfront.
-
D.
Hoffman-Madison Waterfront
Hoffman-Madison Waterfront is a real estate development partnership known for leading the large-scale redevelopment of Washington, D.C.’s Southwest waterfront district.
-
E.
Berkley Riverfront
Berkley Riverfront is a revitalized waterfront district along the Missouri River in Kansas City, Missouri, featuring parks, trails, mixed-use development, and recreational amenities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbd489c819098233a111442762e |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ac939bc819081629b9eef20c4e7 |
completed | May 2, 2026, 4:48 p.m. |
Created at: April 8, 2026, 9:54 p.m.