Triple
T22309502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stark County |
E551475
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Louisville
Louisville is a small Midwestern city in northeastern Ohio known for its community-oriented character and proximity to Canton in Stark County.
|
E1529818
|
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: Louisville | Statement: [Stark County, hasSettlement, Louisville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louisville Context triple: [Stark County, hasSettlement, Louisville]
-
A.
Louisville
Louisville is a historic town in eastern Georgia that briefly served as the state’s capital in the late 18th century.
-
B.
Louisville
Louisville is a small city in Colorado known for its high quality of life, historic downtown, and proximity to the Rocky Mountains.
-
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.
Paducah
Paducah is a small riverfront city in western Kentucky known for its vibrant arts scene, historic downtown, and role as a regional cultural hub.
-
E.
Paris, Kentucky
Paris, Kentucky is a small historic city in Bourbon County known for its role in the heart of Kentucky’s Bluegrass horse country and its preserved 19th-century architecture.
- 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: Louisville Triple: [Stark County, hasSettlement, Louisville]
Generated description
Louisville is a small Midwestern city in northeastern Ohio known for its community-oriented character and proximity to Canton in Stark County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louisville Target entity description: Louisville is a small Midwestern city in northeastern Ohio known for its community-oriented character and proximity to Canton in Stark County.
-
A.
Louisville
Louisville is a historic town in eastern Georgia that briefly served as the state’s capital in the late 18th century.
-
B.
Louisville
Louisville is a small city in Colorado known for its high quality of life, historic downtown, and proximity to the Rocky Mountains.
-
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.
Paducah
Paducah is a small riverfront city in western Kentucky known for its vibrant arts scene, historic downtown, and role as a regional cultural hub.
-
E.
Paris, Kentucky
Paris, Kentucky is a small historic city in Bourbon County known for its role in the heart of Kentucky’s Bluegrass horse country and its preserved 19th-century architecture.
- 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_69e11e46c0188190800181a4233f28fe |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1574d53148190a1ec07f849e1ae9d |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acca39c4c8190a418ec2ff1434122 |
completed | May 18, 2026, 8:24 a.m. |
| NEDg | Description generation | batch_6a0acf8c37d48190990bc7e1152f98b3 |
completed | May 18, 2026, 8:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0acff349248190a13968f340cdebcf |
completed | May 18, 2026, 8:38 a.m. |
Created at: April 16, 2026, 8:42 p.m.