Triple
T12529309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campbell County, Kentucky |
E299517
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Melbourne, Kentucky
Melbourne, Kentucky is a small city in northern Kentucky situated along the Ohio River within the Cincinnati metropolitan area.
|
E1073588
|
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: Melbourne, Kentucky | Statement: [Campbell County, Kentucky, hasCity, Melbourne, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melbourne, Kentucky Context triple: [Campbell County, Kentucky, hasCity, Melbourne, Kentucky]
-
A.
Oakland, Kentucky
Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
-
B.
Kingston, Kentucky
Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
-
C.
Boston, Kentucky
Boston, Kentucky is a small unincorporated rural community located in Nelson County in the central part of the state.
-
D.
London, Kentucky
London, Kentucky is a small city in southeastern Kentucky that serves as a regional hub for government, commerce, and transportation.
-
E.
Manchester, Kentucky
Manchester, Kentucky is a small city in Clay County that serves as a regional hub for education, healthcare, and commerce in southeastern Kentucky.
- 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: Melbourne, Kentucky Triple: [Campbell County, Kentucky, hasCity, Melbourne, Kentucky]
Generated description
Melbourne, Kentucky is a small city in northern Kentucky situated along the Ohio River within the Cincinnati metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melbourne, Kentucky Target entity description: Melbourne, Kentucky is a small city in northern Kentucky situated along the Ohio River within the Cincinnati metropolitan area.
-
A.
Oakland, Kentucky
Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
-
B.
Kingston, Kentucky
Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
-
C.
Boston, Kentucky
Boston, Kentucky is a small unincorporated rural community located in Nelson County in the central part of the state.
-
D.
London, Kentucky
London, Kentucky is a small city in southeastern Kentucky that serves as a regional hub for government, commerce, and transportation.
-
E.
Manchester, Kentucky
Manchester, Kentucky is a small city in Clay County that serves as a regional hub for education, healthcare, and commerce in southeastern Kentucky.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545e90948190980bd4d64964a0f2 |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbac73848481909303e833041ebc90 |
completed | May 6, 2026, 9:02 p.m. |
| NEDg | Description generation | batch_69fbae8f83f481909ac16d4bb66ea79d |
completed | May 6, 2026, 9:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbaf702c94819095347e2599ae9931 |
completed | May 6, 2026, 9:15 p.m. |
Created at: April 8, 2026, 9:57 p.m.