Triple
T3424155
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elgin, Illinois |
E72186
|
entity |
| Predicate | hasRiverfrontDevelopment |
P25009
|
FINISHED |
| Object |
downtown Elgin riverwalk
The downtown Elgin riverwalk is a scenic, pedestrian-friendly waterfront promenade along the Fox River that features trails, parks, public art, and access to Elgin’s revitalized urban core.
|
E357994
|
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: downtown Elgin riverwalk | Statement: [Elgin, Illinois, hasRiverfrontDevelopment, downtown Elgin riverwalk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Elgin riverwalk Context triple: [Elgin, Illinois, hasRiverfrontDevelopment, downtown Elgin riverwalk]
-
A.
Chicago Riverwalk
The Chicago Riverwalk is a scenic pedestrian waterfront along the Chicago River featuring walking paths, restaurants, public art, and recreational spaces in downtown Chicago.
-
B.
Naperville Riverwalk
Naperville Riverwalk is a scenic urban park and pedestrian pathway along the DuPage River in downtown Naperville, Illinois, known for its brick walkways, fountains, and recreational spaces.
-
C.
Milwaukee Riverwalk
The Milwaukee Riverwalk is a pedestrian promenade and public space that runs along the Milwaukee River in downtown Milwaukee, featuring walkways, art installations, and access to shops, restaurants, and waterfront activities.
-
D.
Fox River waterfront
The Fox River waterfront in Geneva, Illinois is a scenic riverfront area featuring parks, trails, and recreational spaces that serve as a central attraction for residents and visitors.
-
E.
Downtown Davenport riverfront
Downtown Davenport riverfront is a revitalized urban waterfront district along the Mississippi River in Davenport, Iowa, featuring parks, trails, cultural attractions, and scenic public spaces.
- 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: downtown Elgin riverwalk Triple: [Elgin, Illinois, hasRiverfrontDevelopment, downtown Elgin riverwalk]
Generated description
The downtown Elgin riverwalk is a scenic, pedestrian-friendly waterfront promenade along the Fox River that features trails, parks, public art, and access to Elgin’s revitalized urban core.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: downtown Elgin riverwalk Target entity description: The downtown Elgin riverwalk is a scenic, pedestrian-friendly waterfront promenade along the Fox River that features trails, parks, public art, and access to Elgin’s revitalized urban core.
-
A.
Chicago Riverwalk
The Chicago Riverwalk is a scenic pedestrian waterfront along the Chicago River featuring walking paths, restaurants, public art, and recreational spaces in downtown Chicago.
-
B.
Naperville Riverwalk
Naperville Riverwalk is a scenic urban park and pedestrian pathway along the DuPage River in downtown Naperville, Illinois, known for its brick walkways, fountains, and recreational spaces.
-
C.
Milwaukee Riverwalk
The Milwaukee Riverwalk is a pedestrian promenade and public space that runs along the Milwaukee River in downtown Milwaukee, featuring walkways, art installations, and access to shops, restaurants, and waterfront activities.
-
D.
Fox River waterfront
The Fox River waterfront in Geneva, Illinois is a scenic riverfront area featuring parks, trails, and recreational spaces that serve as a central attraction for residents and visitors.
-
E.
Downtown Davenport riverfront
Downtown Davenport riverfront is a revitalized urban waterfront district along the Mississippi River in Davenport, Iowa, featuring parks, trails, cultural attractions, and scenic public spaces.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9533b588190a18a9b6495712ee0 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3547468b8819088e7c4cf3b2e2079 |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b35519b7f08190b1ea7514036c3453 |
completed | March 13, 2026, 12:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b358fba2208190bc66d5f7d0009ba4 |
completed | March 13, 2026, 12:23 a.m. |
Created at: March 8, 2026, 3:15 p.m.