Triple
T16320130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louisville waterfront |
E396268
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
downtown Louisville
Downtown Louisville is the central business and cultural district of Louisville, Kentucky, known for its riverfront, historic architecture, and concentration of offices, hotels, and entertainment venues.
|
E1210893
|
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 Louisville | Statement: [Louisville waterfront, partOf, downtown Louisville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: downtown Louisville Context triple: [Louisville waterfront, partOf, downtown Louisville]
-
A.
Louisville waterfront
The Louisville waterfront is a revitalized riverfront district along the Ohio River in downtown Louisville, Kentucky, featuring parks, event spaces, and recreational areas that host major civic celebrations and festivals.
-
B.
Louisville Commercial Historic District
The Louisville Commercial Historic District is a preserved area in downtown Louisville, Georgia, known for its historic late-19th- and early-20th-century commercial buildings that reflect the town’s past as a regional trade center.
-
C.
Louisville, Kentucky
Louisville, Kentucky is the largest city in the state of Kentucky, known for the Kentucky Derby horse race, its historic bourbon distilleries, and its role as a major cultural and economic hub in the Ohio River Valley.
-
D.
downtown Frankfort
Downtown Frankfort is the central historic and commercial core of Frankfort, Kentucky, known for its preserved architecture, government buildings, and local businesses.
-
E.
Downtown Cincinnati
Downtown Cincinnati is the central business district and urban core of Cincinnati, Ohio, known for its riverfront sports venues, corporate headquarters, and cultural attractions.
- 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 Louisville Triple: [Louisville waterfront, partOf, downtown Louisville]
Generated description
Downtown Louisville is the central business and cultural district of Louisville, Kentucky, known for its riverfront, historic architecture, and concentration of offices, hotels, and entertainment venues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: downtown Louisville Target entity description: Downtown Louisville is the central business and cultural district of Louisville, Kentucky, known for its riverfront, historic architecture, and concentration of offices, hotels, and entertainment venues.
-
A.
Louisville waterfront
The Louisville waterfront is a revitalized riverfront district along the Ohio River in downtown Louisville, Kentucky, featuring parks, event spaces, and recreational areas that host major civic celebrations and festivals.
-
B.
Louisville Commercial Historic District
The Louisville Commercial Historic District is a preserved area in downtown Louisville, Georgia, known for its historic late-19th- and early-20th-century commercial buildings that reflect the town’s past as a regional trade center.
-
C.
Louisville, Kentucky
Louisville, Kentucky is the largest city in the state of Kentucky, known for the Kentucky Derby horse race, its historic bourbon distilleries, and its role as a major cultural and economic hub in the Ohio River Valley.
-
D.
downtown Frankfort
Downtown Frankfort is the central historic and commercial core of Frankfort, Kentucky, known for its preserved architecture, government buildings, and local businesses.
-
E.
Downtown Cincinnati
Downtown Cincinnati is the central business district and urban core of Cincinnati, Ohio, known for its riverfront sports venues, corporate headquarters, and cultural attractions.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e296b4ad448190b2b195a5e0032c6e |
completed | April 17, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0035537d188190a88753d58939faf4 |
completed | May 10, 2026, 7:35 a.m. |
| NEDg | Description generation | batch_6a0036e07d2081908db03dcc133f8421 |
completed | May 10, 2026, 7:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00384f51d081909a5ab0630f82d173 |
completed | May 10, 2026, 7:48 a.m. |
Created at: April 10, 2026, 5:06 a.m.