Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004613

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000901

distance 0.151 · cross-district

#2 · Wardhacell 4980000716

distance 0.165 · cross-district

#3 · Nagpurcell 4840000301

distance 0.172 · cross-district

#4 · Chandrapurcell 4730003923

distance 0.174

#5 · Chandrapurcell 4730003157

distance 0.175

#6 · Chandrapurcell 4730003832

distance 0.176

#7 · Nagpurcell 4840006259

distance 0.18 · cross-district

#8 · Nagpurcell 4840000837

distance 0.182 · cross-district

#9 · Chandrapurcell 4730004114

distance 0.182

#10 · Chandrapurcell 4730004108

distance 0.184

#11 · Wardhacell 4980000564

distance 0.185 · cross-district

#12 · Yavatmalcell 5000009077

distance 0.185 · cross-district

#13 · Wardhacell 4980000133

distance 0.185 · cross-district

#14 · Chandrapurcell 4730003508

distance 0.186

#15 · Chandrapurcell 4730006614

distance 0.186

#16 · Buldhanacell 4720006727

distance 0.187 · cross-district

#17 · Chandrapurcell 4730001374

distance 0.187

#18 · Chandrapurcell 4730007951

distance 0.188

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":4730004613}}}'

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.