Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001899

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002147

distance 0.16

#2 · Chandrapurcell 4730001901

distance 0.16

#3 · Chandrapurcell 4730000962

distance 0.161

#4 · Chandrapurcell 4730003378

distance 0.185

#5 · Gadchirolicell 4750008118

distance 0.189 · cross-district

#6 · Chandrapurcell 4730002661

distance 0.191

#7 · Jalgaoncell 4780004485

distance 0.192 · cross-district

#8 · Chandrapurcell 4730003567

distance 0.193

#9 · Chandrapurcell 4730003790

distance 0.195

#10 · Chandrapurcell 4730003437

distance 0.195

#11 · Akolacell 4670003300

distance 0.195 · cross-district

#12 · Chandrapurcell 4730000556

distance 0.2

#13 · Gadchirolicell 4750005943

distance 0.202 · cross-district

#14 · Gadchirolicell 4750006932

distance 0.203 · cross-district

#15 · Gadchirolicell 4750006931

distance 0.203 · cross-district

#16 · Chandrapurcell 4730003241

distance 0.204

#17 · Washimcell 4990003985

distance 0.205 · cross-district

#18 · Gadchirolicell 4750007745

distance 0.207 · 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":4730001899}}}'

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.