Triple
T21013295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kentucky Area Development Districts system |
E517605
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Cumberland Valley Area Development District
The Cumberland Valley Area Development District is a regional planning and development agency in southeastern Kentucky that coordinates economic, social, and infrastructure initiatives across its member counties.
|
E1461737
|
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: Cumberland Valley Area Development District | Statement: [Kentucky Area Development Districts system, hasComponent, Cumberland Valley Area Development District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumberland Valley Area Development District Context triple: [Kentucky Area Development Districts system, hasComponent, Cumberland Valley Area Development District]
-
A.
Cumberland Community Improvement District
The Cumberland Community Improvement District is a self-taxing business district in the Cumberland area of Cobb County, Georgia, that funds transportation, infrastructure, and beautification projects to support economic development.
-
B.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
C.
Chambersburg Area School District
Chambersburg Area School District is a public school district that provides K–12 education to students in and around Chambersburg, Pennsylvania.
-
D.
Cumberland County School District
Cumberland County School District is the public school system serving students in Cumberland County, Tennessee, across multiple elementary, middle, and high schools.
-
E.
Cumberland County Council
Cumberland County Council was the former local government authority responsible for administering public services and governance in the historic county of Cumberland in north-west England.
- 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: Cumberland Valley Area Development District Triple: [Kentucky Area Development Districts system, hasComponent, Cumberland Valley Area Development District]
Generated description
The Cumberland Valley Area Development District is a regional planning and development agency in southeastern Kentucky that coordinates economic, social, and infrastructure initiatives across its member counties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumberland Valley Area Development District Target entity description: The Cumberland Valley Area Development District is a regional planning and development agency in southeastern Kentucky that coordinates economic, social, and infrastructure initiatives across its member counties.
-
A.
Cumberland Community Improvement District
The Cumberland Community Improvement District is a self-taxing business district in the Cumberland area of Cobb County, Georgia, that funds transportation, infrastructure, and beautification projects to support economic development.
-
B.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
C.
Chambersburg Area School District
Chambersburg Area School District is a public school district that provides K–12 education to students in and around Chambersburg, Pennsylvania.
-
D.
Cumberland County School District
Cumberland County School District is the public school system serving students in Cumberland County, Tennessee, across multiple elementary, middle, and high schools.
-
E.
Cumberland County Council
Cumberland County Council was the former local government authority responsible for administering public services and governance in the historic county of Cumberland in north-west England.
- 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_69e0b50192308190a284fcc89dd23a49 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc41d57881908b9ab17d1844a8d0 |
completed | April 21, 2026, 4:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a093b6369fc81909ff15a48a8a640e2 |
completed | May 17, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_6a093ed7f68c8190b175251a158cbcc1 |
completed | May 17, 2026, 4:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a093f3ba1f88190ae07076c83bd0517 |
completed | May 17, 2026, 4:08 a.m. |
Created at: April 16, 2026, 1:54 p.m.