Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005180

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005182

distance 0.062

#2 · Chandrapurcell 4730005280

distance 0.11

#3 · Chandrapurcell 4730004986

distance 0.117

#4 · Yavatmalcell 5000007572

distance 0.12 · cross-district

#5 · Wardhacell 4980001349

distance 0.126 · cross-district

#6 · Chandrapurcell 4730005183

distance 0.126

#7 · Chandrapurcell 4730004802

distance 0.13

#8 · Yavatmalcell 5000007048

distance 0.133 · cross-district

#9 · Wardhacell 4980001058

distance 0.137 · cross-district

#10 · Chandrapurcell 4730005284

distance 0.138

#11 · Chandrapurcell 4730005382

distance 0.138

#12 · Chandrapurcell 4730005087

distance 0.139

#13 · Wardhacell 4980001345

distance 0.142 · cross-district

#14 · Yavatmalcell 5000003198

distance 0.149 · cross-district

#15 · Wardhacell 4980000143

distance 0.15 · cross-district

#16 · Chandrapurcell 4730005090

distance 0.15

#17 · Wardhacell 4980001534

distance 0.151 · cross-district

#18 · Akolacell 4670000134

distance 0.151 · 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":4730005180}}}'

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.