Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004899

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005186

distance 0.118

#2 · Chandrapurcell 4730004994

distance 0.123

#3 · Chandrapurcell 4730005283

distance 0.128

#4 · Chandrapurcell 4730007179

distance 0.14

#5 · Wardhacell 4980000507

distance 0.142 · cross-district

#6 · Wardhacell 4980000221

distance 0.142 · cross-district

#7 · Nagpurcell 4840000393

distance 0.144 · cross-district

#8 · Nagpurcell 4840000557

distance 0.144 · cross-district

#9 · Chandrapurcell 4730005279

distance 0.144

#10 · Nagpurcell 4840000946

distance 0.146 · cross-district

#11 · Wardhacell 4980000965

distance 0.146 · cross-district

#12 · Wardhacell 4980000559

distance 0.15 · cross-district

#13 · Yavatmalcell 5000006508

distance 0.158 · cross-district

#14 · Jalgaoncell 4780006045

distance 0.159 · cross-district

#15 · Chandrapurcell 4730006502

distance 0.163

#16 · Wardhacell 4980003292

distance 0.165 · cross-district

#17 · Nagpurcell 4840000347

distance 0.165 · cross-district

#18 · Buldhanacell 4720005713

distance 0.167 · 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":4730004899}}}'

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.