Triple
T14072817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Riverwalk (Tuscaloosa) |
E338653
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Tuscaloosa riverfront development
The Tuscaloosa riverfront development is a revitalized mixed-use area along the Black Warrior River featuring recreational spaces, walking trails, cultural venues, and commercial attractions that serve as a central hub for community life in Tuscaloosa, Alabama.
|
E1077442
|
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: Tuscaloosa riverfront development | Statement: [Riverwalk (Tuscaloosa), isPartOf, Tuscaloosa riverfront development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tuscaloosa riverfront development Context triple: [Riverwalk (Tuscaloosa), isPartOf, Tuscaloosa riverfront development]
-
A.
Coosa Riverfront
Coosa Riverfront is a scenic recreational area along the Coosa River in Gadsden, Alabama, featuring parks, walking paths, and waterfront activities.
-
B.
Tampa downtown waterfront redevelopment
Tampa downtown waterfront redevelopment is a large-scale urban revitalization initiative transforming the city’s central waterfront into a mixed-use district with offices, residences, retail, and public spaces.
-
C.
Independence Riverfront
Independence Riverfront is a scenic park and recreation area along the Willamette River in Independence, Oregon, featuring walking paths, river access, and community gathering spaces.
-
D.
Don River and Central Waterfront Project
The Don River and Central Waterfront Project is a major urban revitalization and flood-protection initiative in Toronto focused on transforming the lower Don River and adjacent waterfront into a more resilient, accessible, and ecologically restored landscape.
-
E.
Marine City project
The Marine City project is a visionary urban design concept by the Metabolism movement that imagines large-scale, floating or ocean-based cities capable of organic growth and transformation.
- 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: Tuscaloosa riverfront development Triple: [Riverwalk (Tuscaloosa), isPartOf, Tuscaloosa riverfront development]
Generated description
The Tuscaloosa riverfront development is a revitalized mixed-use area along the Black Warrior River featuring recreational spaces, walking trails, cultural venues, and commercial attractions that serve as a central hub for community life in Tuscaloosa, Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tuscaloosa riverfront development Target entity description: The Tuscaloosa riverfront development is a revitalized mixed-use area along the Black Warrior River featuring recreational spaces, walking trails, cultural venues, and commercial attractions that serve as a central hub for community life in Tuscaloosa, Alabama.
-
A.
Coosa Riverfront
Coosa Riverfront is a scenic recreational area along the Coosa River in Gadsden, Alabama, featuring parks, walking paths, and waterfront activities.
-
B.
Tampa downtown waterfront redevelopment
Tampa downtown waterfront redevelopment is a large-scale urban revitalization initiative transforming the city’s central waterfront into a mixed-use district with offices, residences, retail, and public spaces.
-
C.
Independence Riverfront
Independence Riverfront is a scenic park and recreation area along the Willamette River in Independence, Oregon, featuring walking paths, river access, and community gathering spaces.
-
D.
Don River and Central Waterfront Project
The Don River and Central Waterfront Project is a major urban revitalization and flood-protection initiative in Toronto focused on transforming the lower Don River and adjacent waterfront into a more resilient, accessible, and ecologically restored landscape.
-
E.
Marine City project
The Marine City project is a visionary urban design concept by the Metabolism movement that imagines large-scale, floating or ocean-based cities capable of organic growth and transformation.
- 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5c5aa828819098ef55a70a0decbc |
completed | April 14, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb66eeb248190b73e992ab6b9af82 |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc37502048190b24438c0fb161fdf |
completed | May 7, 2026, 4:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc3db83ac819083b728d039b8d345 |
completed | May 7, 2026, 4:54 p.m. |
Created at: April 9, 2026, 10:21 p.m.