Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005280

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005182

distance 0.063

#2 · Chandrapurcell 4730004802

distance 0.082

#3 · Chandrapurcell 4730004988

distance 0.086

#4 · Chandrapurcell 4730004989

distance 0.102

#5 · Chandrapurcell 4730004895

distance 0.106

#6 · Chandrapurcell 4730005180

distance 0.11

#7 · Chandrapurcell 4730004894

distance 0.111

#8 · Chandrapurcell 4730004801

distance 0.119

#9 · Chandrapurcell 4730004893

distance 0.12

#10 · Chandrapurcell 4730005082

distance 0.121

#11 · Yavatmalcell 5000006793

distance 0.123 · cross-district

#12 · Chandrapurcell 4730004987

distance 0.13

#13 · Wardhacell 4980001255

distance 0.131 · cross-district

#14 · Chandrapurcell 4730005088

distance 0.136

#15 · Wardhacell 4980001058

distance 0.139 · cross-district

#16 · Chandrapurcell 4730005084

distance 0.139

#17 · Chandrapurcell 4730004709

distance 0.142

#18 · Chandrapurcell 4730005183

distance 0.145

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":4730005280}}}'

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.