Triple
T7231314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John G. Heyburn II |
E154907
|
entity |
| Predicate | barAdmission |
P3471
|
FINISHED |
| Object |
Kentucky Bar
The Kentucky Bar is the professional regulatory organization responsible for licensing and overseeing attorneys who practice law in the Commonwealth of Kentucky.
|
E650657
|
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: Kentucky Bar | Statement: [John G. Heyburn II, barAdmission, Kentucky Bar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky Bar Context triple: [John G. Heyburn II, barAdmission, Kentucky Bar]
-
A.
Kentucky Lock
Kentucky Lock is a major navigation lock on the Tennessee River in western Kentucky that enables commercial and recreational vessels to bypass Kentucky Dam and access the Tennessee–Tombigbee and Ohio River systems.
-
B.
Bardstown, Kentucky
Bardstown, Kentucky is a historic small city in central Kentucky known for its prominent role in the bourbon whiskey industry and well-preserved 18th- and 19th-century architecture.
-
C.
Cerulean, Kentucky
Cerulean, Kentucky is a small unincorporated community and historic resort area in western Kentucky known for its rural setting and mineral springs.
-
D.
Kentucky Oaks
The Kentucky Oaks is a prestigious annual Grade I horse race for three-year-old Thoroughbred fillies held at Churchill Downs in Louisville, Kentucky, traditionally run the day before the Kentucky Derby.
-
E.
Kentucky Distillers’ Association
The Kentucky Distillers’ Association is a non-profit trade organization that represents and promotes Kentucky’s bourbon and distilled spirits industry.
- 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: Kentucky Bar Triple: [John G. Heyburn II, barAdmission, Kentucky Bar]
Generated description
The Kentucky Bar is the professional regulatory organization responsible for licensing and overseeing attorneys who practice law in the Commonwealth of Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky Bar Target entity description: The Kentucky Bar is the professional regulatory organization responsible for licensing and overseeing attorneys who practice law in the Commonwealth of Kentucky.
-
A.
Kentucky Lock
Kentucky Lock is a major navigation lock on the Tennessee River in western Kentucky that enables commercial and recreational vessels to bypass Kentucky Dam and access the Tennessee–Tombigbee and Ohio River systems.
-
B.
Bardstown, Kentucky
Bardstown, Kentucky is a historic small city in central Kentucky known for its prominent role in the bourbon whiskey industry and well-preserved 18th- and 19th-century architecture.
-
C.
Cerulean, Kentucky
Cerulean, Kentucky is a small unincorporated community and historic resort area in western Kentucky known for its rural setting and mineral springs.
-
D.
Kentucky Oaks
The Kentucky Oaks is a prestigious annual Grade I horse race for three-year-old Thoroughbred fillies held at Churchill Downs in Louisville, Kentucky, traditionally run the day before the Kentucky Derby.
-
E.
Kentucky Distillers’ Association
The Kentucky Distillers’ Association is a non-profit trade organization that represents and promotes Kentucky’s bourbon and distilled spirits industry.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea0f09648190b285993556f704d5 |
completed | March 27, 2026, 8:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc22a39481909a2f38014260f302 |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7cd95c8c48190aa4c7d086f03bc0f |
completed | March 28, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ce1b5e0081908d8e68fb1c0bfd3e |
completed | March 28, 2026, 12:48 p.m. |
Created at: March 27, 2026, 2:54 p.m.