Triple
T5832034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland, Georgia |
E129372
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E550843
|
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 Community Improvement District | Statement: [Cumberland, Georgia, contains, Cumberland Community Improvement District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumberland Community Improvement District Context triple: [Cumberland, Georgia, contains, Cumberland Community Improvement District]
-
A.
Reedy Creek Improvement District
Reedy Creek Improvement District was a special governmental jurisdiction in Florida that granted the Walt Disney Company broad self-governing powers over the land encompassing the Walt Disney World Resort.
-
B.
Cumberland County Board of Commissioners
The Cumberland County Board of Commissioners is the elected governing body responsible for setting policy, overseeing budgets, and managing county services in Cumberland County, North Carolina.
-
C.
Cumberland County Civic Center
The Cumberland County Civic Center is a multi-purpose arena in Portland, Maine, best known for hosting ice hockey games and other major entertainment events.
-
D.
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.
-
E.
Barren River Area Development District
Barren River Area Development District is a regional planning and development organization in south-central Kentucky that coordinates economic, community, and infrastructure initiatives across multiple counties including Warren County.
- 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 Community Improvement District Triple: [Cumberland, Georgia, contains, Cumberland Community Improvement District]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumberland Community Improvement District Target entity description: 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.
-
A.
Reedy Creek Improvement District
Reedy Creek Improvement District was a special governmental jurisdiction in Florida that granted the Walt Disney Company broad self-governing powers over the land encompassing the Walt Disney World Resort.
-
B.
Cumberland County Board of Commissioners
The Cumberland County Board of Commissioners is the elected governing body responsible for setting policy, overseeing budgets, and managing county services in Cumberland County, North Carolina.
-
C.
Cumberland County Civic Center
The Cumberland County Civic Center is a multi-purpose arena in Portland, Maine, best known for hosting ice hockey games and other major entertainment events.
-
D.
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.
-
E.
Barren River Area Development District
Barren River Area Development District is a regional planning and development organization in south-central Kentucky that coordinates economic, community, and infrastructure initiatives across multiple counties including Warren County.
- 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_69c00849d55481908b4f9f5543e0bf6d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0346c331c8190bac050d425961485 |
completed | March 22, 2026, 6:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a19010008190af5600a035246c1a |
completed | March 23, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69c0a223129081908288d90f7cf51668 |
completed | March 23, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a294ba748190a86ec8400df73237 |
completed | March 23, 2026, 2:16 a.m. |
Created at: March 22, 2026, 3:54 p.m.