Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002953

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000220

distance 0.199 · cross-district

#2 · Beedcell 4700003125

distance 0.202

#3 · Sanglicell 4930004155

distance 0.213 · cross-district

#4 · Parbhanicell 4890000165

distance 0.217 · cross-district

#5 · Beedcell 4700003126

distance 0.217

#6 · Sanglicell 4930003654

distance 0.226 · cross-district

#7 · Laturcell 4810006132

distance 0.227 · cross-district

#8 · Dharashivcell 4880005357

distance 0.23 · cross-district

#9 · Parbhanicell 4890000133

distance 0.232 · cross-district

#10 · Beedcell 4700001961

distance 0.24

#11 · Sanglicell 4930002784

distance 0.24 · cross-district

#12 · Beedcell 4700002610

distance 0.241

#13 · Parbhanicell 4890000002

distance 0.243 · cross-district

#14 · Dhulecell 4740002183

distance 0.244 · cross-district

#15 · Parbhanicell 4890000168

distance 0.248 · cross-district

#16 · Parbhanicell 4890000006

distance 0.248 · cross-district

#17 · Beedcell 4700004638

distance 0.248

#18 · Parbhanicell 4890000058

distance 0.253 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700002953}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.