Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007400

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008135

distance 0.126

#2 · Chandrapurcell 4730007287

distance 0.131

#3 · Chandrapurcell 4730007515

distance 0.14

#4 · Wardhacell 4980003195

distance 0.142 · cross-district

#5 · Yavatmalcell 5000007423

distance 0.144 · cross-district

#6 · Chandrapurcell 4730007290

distance 0.145

#7 · Yavatmalcell 5000006860

distance 0.145 · cross-district

#8 · Chandrapurcell 4730007723

distance 0.148

#9 · Chandrapurcell 4730007286

distance 0.151

#10 · Yavatmalcell 5000009374

distance 0.154 · cross-district

#11 · Chandrapurcell 4730007058

distance 0.156

#12 · Yavatmalcell 5000006350

distance 0.16 · cross-district

#13 · Yavatmalcell 5000009593

distance 0.16 · cross-district

#14 · Chandrapurcell 4730007269

distance 0.16

#15 · Chandrapurcell 4730007304

distance 0.162

#16 · Yavatmalcell 5000008166

distance 0.163 · cross-district

#17 · Yavatmalcell 5000008190

distance 0.164 · cross-district

#18 · Yavatmalcell 5000005924

distance 0.164 · 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":4730007400}}}'

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.