Triple
T23426028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sandy Springs City Council |
E560796
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Government of the City of Sandy Springs
The Government of the City of Sandy Springs is the municipal authority responsible for governing Sandy Springs, Georgia, overseeing local services, policies, and administration through its elected and appointed bodies.
|
E560796
|
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: Government of the City of Sandy Springs | Statement: [Sandy Springs City Council, isPartOf, Government of the City of Sandy Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government of the City of Sandy Springs Context triple: [Sandy Springs City Council, isPartOf, Government of the City of Sandy Springs]
-
A.
Sandy Springs City Council
The Sandy Springs City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Sandy Springs, Georgia.
-
B.
Sandy Springs City Hall
Sandy Springs City Hall is the primary municipal government building and administrative center for the city of Sandy Springs, Georgia.
-
C.
Sandy Springs, Georgia, United States
Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
-
D.
Department of Public Works of Atlanta
The Department of Public Works of Atlanta is the city agency responsible for essential municipal services such as street maintenance, solid waste collection, and related infrastructure support within Atlanta.
-
E.
Atlanta-Fulton County Recreation Authority
The Atlanta-Fulton County Recreation Authority is a public agency that owns and oversees major sports and entertainment facilities in Atlanta and Fulton County, Georgia.
- 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: Government of the City of Sandy Springs Triple: [Sandy Springs City Council, isPartOf, Government of the City of Sandy Springs]
Generated description
The Government of the City of Sandy Springs is the municipal authority responsible for governing Sandy Springs, Georgia, overseeing local services, policies, and administration through its elected and appointed bodies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Government of the City of Sandy Springs Target entity description: The Government of the City of Sandy Springs is the municipal authority responsible for governing Sandy Springs, Georgia, overseeing local services, policies, and administration through its elected and appointed bodies.
-
A.
Sandy Springs City Council
chosen
The Sandy Springs City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Sandy Springs, Georgia.
-
B.
Sandy Springs City Hall
Sandy Springs City Hall is the primary municipal government building and administrative center for the city of Sandy Springs, Georgia.
-
C.
Sandy Springs, Georgia, United States
Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
-
D.
Department of Public Works of Atlanta
The Department of Public Works of Atlanta is the city agency responsible for essential municipal services such as street maintenance, solid waste collection, and related infrastructure support within Atlanta.
-
E.
Atlanta-Fulton County Recreation Authority
The Atlanta-Fulton County Recreation Authority is a public agency that owns and oversees major sports and entertainment facilities in Atlanta and Fulton County, Georgia.
- F. None of above.
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_69e2454cb1108190ab21ada5411a7146 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1a54a28a08190add6184a44c5005b |
completed | April 29, 2026, 6:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c67a5972c8190b8f04785bb1817ec |
completed | May 19, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_6a0c7216508c81909bd949d50ee2d48b |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c770010308190a0a07b50fdca7d6a |
completed | May 19, 2026, 2:43 p.m. |
Created at: April 17, 2026, 5:47 p.m.