Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009448

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

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009508

distance 0.094

#2 · Chandrapurcell 4730009506

distance 0.124

#3 · Chandrapurcell 4730009565

distance 0.127

#4 · Chandrapurcell 4730009507

distance 0.127

#5 · Gondiacell 4760000394

distance 0.166 · cross-district

#6 · Chandrapurcell 4730008855

distance 0.172

#7 · Chandrapurcell 4730008779

distance 0.174

#8 · Chandrapurcell 4730009270

distance 0.178

#9 · Gadchirolicell 4750011651

distance 0.184 · cross-district

#10 · Chandrapurcell 4730009317

distance 0.184

#11 · Chandrapurcell 4730006549

distance 0.186

#12 · Chandrapurcell 4730006662

distance 0.186

#13 · Chandrapurcell 4730009329

distance 0.187

#14 · Chandrapurcell 4730006773

distance 0.19

#15 · Gadchirolicell 4750010371

distance 0.19 · cross-district

#16 · Chandrapurcell 4730009208

distance 0.191

#17 · Chandrapurcell 4730008781

distance 0.191

#18 · Chandrapurcell 4730006547

distance 0.191

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":4730009448}}}'

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.