Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007523

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007409

distance 0.132

#2 · Chandrapurcell 4730008145

distance 0.137

#3 · Chandrapurcell 4730007635

distance 0.143

#4 · Wardhacell 4980001390

distance 0.16 · cross-district

#5 · Wardhacell 4980000359

distance 0.161 · cross-district

#6 · Yavatmalcell 5000002588

distance 0.164 · cross-district

#7 · Chandrapurcell 4730007180

distance 0.167

#8 · Wardhacell 4980000598

distance 0.17 · cross-district

#9 · Yavatmalcell 5000002881

distance 0.173 · cross-district

#10 · Chandrapurcell 4730007942

distance 0.178

#11 · Yavatmalcell 5000003553

distance 0.182 · cross-district

#12 · Chandrapurcell 4730002674

distance 0.182

#13 · Wardhacell 4980000919

distance 0.182 · cross-district

#14 · Chandrapurcell 4730007854

distance 0.184

#15 · Nagpurcell 4840000926

distance 0.186 · cross-district

#16 · Chandrapurcell 4730008144

distance 0.188

#17 · Chandrapurcell 4730007633

distance 0.188

#18 · Wardhacell 4980001289

distance 0.189 · 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":4730007523}}}'

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.