Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001284

The MH-36 locality cells most similar to this Bhandara 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001669

distance 0.2

#2 · Bhandaracell 4710001094

distance 0.213

#3 · Bhandaracell 4710001389

distance 0.22

#4 · Nagpurcell 4840000138

distance 0.227 · cross-district

#5 · Nagpurcell 4840000115

distance 0.236 · cross-district

#6 · Bhandaracell 4710001332

distance 0.243

#7 · Bhandaracell 4710001570

distance 0.252

#8 · Bhandaracell 4710000962

distance 0.253

#9 · Bhandaracell 4710000996

distance 0.261

#10 · Wardhacell 4980000815

distance 0.265 · cross-district

#11 · Gondiacell 4760001139

distance 0.265 · cross-district

#12 · Bhandaracell 4710001888

distance 0.272

#13 · Nagpurcell 4840002942

distance 0.276 · cross-district

#14 · Gondiacell 4760000677

distance 0.276 · cross-district

#15 · Bhandaracell 4710001789

distance 0.276

#16 · Gondiacell 4760001036

distance 0.276 · cross-district

#17 · Gondiacell 4760002864

distance 0.277 · cross-district

#18 · Gondiacell 4760003995

distance 0.279 · 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":471,"cluster_id":4710001284}}}'

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.