Triple
T2421642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jefferson County, Kentucky |
E53430
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Middletown, Kentucky
Middletown, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and local historic charm.
|
E319592
|
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: Middletown, Kentucky | Statement: [Jefferson County, Kentucky, contains, Middletown, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middletown, Kentucky Context triple: [Jefferson County, Kentucky, contains, Middletown, Kentucky]
-
A.
Mitchellsburg, Kentucky
Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
-
B.
Jeffersontown, Kentucky
Jeffersontown, Kentucky is a suburban city in the Louisville metropolitan area known for its residential communities and local commerce.
-
C.
Elizabethtown, Kentucky
Elizabethtown, Kentucky is a small city in central Kentucky that serves as a regional hub for commerce, transportation, and services.
-
D.
Wilmore, Kentucky
Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
-
E.
Junction City, Kentucky
Junction City, Kentucky is a small rural city in central Kentucky that forms part of the Danville Micropolitan Area and serves as a local residential and service community.
- 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: Middletown, Kentucky Triple: [Jefferson County, Kentucky, contains, Middletown, Kentucky]
Generated description
Middletown, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and local historic charm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middletown, Kentucky Target entity description: Middletown, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and local historic charm.
-
A.
Mitchellsburg, Kentucky
Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
-
B.
Jeffersontown, Kentucky
Jeffersontown, Kentucky is a suburban city in the Louisville metropolitan area known for its residential communities and local commerce.
-
C.
Elizabethtown, Kentucky
Elizabethtown, Kentucky is a small city in central Kentucky that serves as a regional hub for commerce, transportation, and services.
-
D.
Wilmore, Kentucky
Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
-
E.
Junction City, Kentucky
Junction City, Kentucky is a small rural city in central Kentucky that forms part of the Danville Micropolitan Area and serves as a local residential and service community.
- 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_69ab495c44d48190b7235b23719bc3f6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc971093481909c8924d58187860c |
completed | March 7, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12ded5f9c8190a0de21b631d970b0 |
completed | March 11, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69b1316ee0708190bd27bb78f7f298d3 |
completed | March 11, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d6729f848190a275638f074c1729 |
completed | March 11, 2026, 8:54 p.m. |
Created at: March 6, 2026, 9:42 p.m.