Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003142

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

0.016

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003276

distance 0.016

#2 · Chandrapurcell 4730003209

distance 0.036

#3 · Chandrapurcell 4730003132

distance 0.078

#4 · Chandrapurcell 4730003072

distance 0.081

#5 · Chandrapurcell 4730003074

distance 0.083

#6 · Chandrapurcell 4730003004

distance 0.094

#7 · Chandrapurcell 4730003975

distance 0.112

#8 · Chandrapurcell 4730002845

distance 0.12

#9 · Chandrapurcell 4730003197

distance 0.123

#10 · Chandrapurcell 4730002851

distance 0.124

#11 · Chandrapurcell 4730003337

distance 0.127

#12 · Chandrapurcell 4730002926

distance 0.129

#13 · Chandrapurcell 4730003131

distance 0.138

#14 · Chandrapurcell 4730003407

distance 0.139

#15 · Chandrapurcell 4730003277

distance 0.14

#16 · Chandrapurcell 4730002786

distance 0.142

#17 · Chandrapurcell 4730003207

distance 0.142

#18 · Chandrapurcell 4730003198

distance 0.144

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":4730003142}}}'

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.