Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002327

The MH-36 locality cells most similar to this Chandrapur 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002395

distance 0.092

#2 · Chandrapurcell 4730002323

distance 0.108

#3 · Chandrapurcell 4730002392

distance 0.167

#4 · Nagpurcell 4840001076

distance 0.191 · cross-district

#5 · Chandrapurcell 4730002462

distance 0.198

#6 · Chandrapurcell 4730002388

distance 0.201

#7 · Jalgaoncell 4780005219

distance 0.203 · cross-district

#8 · Chandrapurcell 4730003726

distance 0.205

#9 · Bhandaracell 4710001613

distance 0.207 · cross-district

#10 · Jalgaoncell 4780005767

distance 0.208 · cross-district

#11 · Chandrapurcell 4730002193

distance 0.208

#12 · Chandrapurcell 4730001958

distance 0.21

#13 · Bhandaracell 4710001469

distance 0.212 · cross-district

#14 · Chandrapurcell 4730001626

distance 0.217

#15 · Nagpurcell 4840001011

distance 0.219 · cross-district

#16 · Chandrapurcell 4730002723

distance 0.219

#17 · Bhandaracell 4710002017

distance 0.22 · cross-district

#18 · Gadchirolicell 4750007480

distance 0.223 · 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":473,"cluster_id":4730002327}}}'

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.