Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006463

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006347

distance 0.096

#2 · Chandrapurcell 4730005776

distance 0.129

#3 · Gadchirolicell 4750010053

distance 0.132 · cross-district

#4 · Gadchirolicell 4750009799

distance 0.136 · cross-district

#5 · Gadchirolicell 4750009929

distance 0.139 · cross-district

#6 · Gadchirolicell 4750009800

distance 0.143 · cross-district

#7 · Chandrapurcell 4730006803

distance 0.144

#8 · Chandrapurcell 4730007356

distance 0.147

#9 · Chandrapurcell 4730006577

distance 0.147

#10 · Gadchirolicell 4750010058

distance 0.15 · cross-district

#11 · Gadchirolicell 4750010051

distance 0.152 · cross-district

#12 · Gadchirolicell 4750009987

distance 0.156 · cross-district

#13 · Bhandaracell 4710000781

distance 0.158 · cross-district

#14 · Gadchirolicell 4750009920

distance 0.161 · cross-district

#15 · Gadchirolicell 4750010052

distance 0.163 · cross-district

#16 · Chandrapurcell 4730007027

distance 0.163

#17 · Gadchirolicell 4750009983

distance 0.163 · cross-district

#18 · Gadchirolicell 4750009922

distance 0.163 · 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":4730006463}}}'

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.