Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002762

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002789

distance 0.153

#2 · Nagpurcell 4840006276

distance 0.172 · cross-district

#3 · Bhandaracell 4710002845

distance 0.174

#4 · Nagpurcell 4840005636

distance 0.175 · cross-district

#5 · Bhandaracell 4710003567

distance 0.185

#6 · Bhandaracell 4710000864

distance 0.194

#7 · Gondiacell 4760001314

distance 0.203 · cross-district

#8 · Nagpurcell 4840005001

distance 0.203 · cross-district

#9 · Gondiacell 4760001149

distance 0.214 · cross-district

#10 · Gondiacell 4760001101

distance 0.216 · cross-district

#11 · Gondiacell 4760000983

distance 0.217 · cross-district

#12 · Bhandaracell 4710002621

distance 0.223

#13 · Bhandaracell 4710002788

distance 0.223

#14 · Bhandaracell 4710002846

distance 0.225

#15 · Bhandaracell 4710001823

distance 0.227

#16 · Bhandaracell 4710002110

distance 0.233

#17 · Bhandaracell 4710000900

distance 0.235

#18 · Bhandaracell 4710002261

distance 0.235

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":4710002762}}}'

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.