Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003161

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003022

distance 0.038

#2 · Chandrapurcell 4730003160

distance 0.051

#3 · Chandrapurcell 4730003091

distance 0.07

#4 · Chandrapurcell 4730003227

distance 0.073

#5 · Chandrapurcell 4730003090

distance 0.078

#6 · Chandrapurcell 4730004186

distance 0.082

#7 · Chandrapurcell 4730003351

distance 0.084

#8 · Chandrapurcell 4730003087

distance 0.085

#9 · Chandrapurcell 4730003505

distance 0.088

#10 · Chandrapurcell 4730003432

distance 0.089

#11 · Chandrapurcell 4730003086

distance 0.093

#12 · Chandrapurcell 4730003817

distance 0.094

#13 · Chandrapurcell 4730003082

distance 0.1

#14 · Chandrapurcell 4730003156

distance 0.1

#15 · Chandrapurcell 4730003499

distance 0.104

#16 · Chandrapurcell 4730004011

distance 0.105

#17 · Chandrapurcell 4730003581

distance 0.105

#18 · Chandrapurcell 4730003358

distance 0.107

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":4730003161}}}'

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.