Triple
T17031060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Larry Flynt |
E413193
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Lakeville, Kentucky, United States
Lakeville, Kentucky, United States is a small rural community best known as the birthplace of controversial publisher and Hustler magazine founder Larry Flynt.
|
E1246220
|
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: Lakeville, Kentucky, United States | Statement: [Larry Flynt, placeOfBirth, Lakeville, Kentucky, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lakeville, Kentucky, United States Context triple: [Larry Flynt, placeOfBirth, Lakeville, Kentucky, United States]
-
A.
Pikeville, Kentucky, United States
Pikeville, Kentucky, United States, is a small city in the Appalachian region known for its coal-mining heritage and as the birthplace of country musician Dwight Yoakam.
-
B.
Williamstown, Kentucky, United States
Williamstown is a small city in northern Kentucky, United States, known as the county seat of Grant County and for attractions such as the Ark Encounter theme park.
-
C.
Springfield, Kentucky, United States
Springfield, Kentucky, United States, is a small city in central Kentucky known as the birthplace of former NFL quarterback and broadcaster Phil Simms.
-
D.
Maysville, Kentucky, United States
Maysville, Kentucky, United States is a historic Ohio River city in northeastern Kentucky known for its 19th-century architecture and role as a regional commercial and cultural center.
-
E.
Southgate, Kentucky
Southgate, Kentucky is a small suburban city in northern Kentucky, located just south of Cincinnati and known for its residential character and proximity to major urban amenities.
- 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: Lakeville, Kentucky, United States Triple: [Larry Flynt, placeOfBirth, Lakeville, Kentucky, United States]
Generated description
Lakeville, Kentucky, United States is a small rural community best known as the birthplace of controversial publisher and Hustler magazine founder Larry Flynt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lakeville, Kentucky, United States Target entity description: Lakeville, Kentucky, United States is a small rural community best known as the birthplace of controversial publisher and Hustler magazine founder Larry Flynt.
-
A.
Pikeville, Kentucky, United States
Pikeville, Kentucky, United States, is a small city in the Appalachian region known for its coal-mining heritage and as the birthplace of country musician Dwight Yoakam.
-
B.
Williamstown, Kentucky, United States
Williamstown is a small city in northern Kentucky, United States, known as the county seat of Grant County and for attractions such as the Ark Encounter theme park.
-
C.
Springfield, Kentucky, United States
Springfield, Kentucky, United States, is a small city in central Kentucky known as the birthplace of former NFL quarterback and broadcaster Phil Simms.
-
D.
Maysville, Kentucky, United States
Maysville, Kentucky, United States is a historic Ohio River city in northeastern Kentucky known for its 19th-century architecture and role as a regional commercial and cultural center.
-
E.
Southgate, Kentucky
Southgate, Kentucky is a small suburban city in northern Kentucky, located just south of Cincinnati and known for its residential character and proximity to major urban amenities.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d9e7d481909d3d5bd241bd68f1 |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b5748bc8190832737a70219e7a1 |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c99c3948190ac3d3d9059dbb57e |
completed | May 11, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011d4b53d081909781235ded1c2b35 |
completed | May 11, 2026, 12:05 a.m. |
Created at: April 10, 2026, 5:33 a.m.