Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003733

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002947

distance 0.176

#2 · Chandrapurcell 4730003657

distance 0.188

#3 · Gadchirolicell 4750007485

distance 0.19 · cross-district

#4 · Chandrapurcell 4730006995

distance 0.215

#5 · Gadchirolicell 4750008168

distance 0.229 · cross-district

#6 · Chandrapurcell 4730004002

distance 0.232

#7 · Chandrapurcell 4730007116

distance 0.233

#8 · Washimcell 4990001900

distance 0.235 · cross-district

#9 · Chandrapurcell 4730004285

distance 0.242

#10 · Chandrapurcell 4730007415

distance 0.242

#11 · Nandedcell 4850000891

distance 0.243 · cross-district

#12 · Gadchirolicell 4750008679

distance 0.243 · cross-district

#13 · Chandrapurcell 4730009256

distance 0.243

#14 · Chandrapurcell 4730007687

distance 0.243

#15 · Jalgaoncell 4780003803

distance 0.249 · cross-district

#16 · Wardhacell 4980000499

distance 0.251 · cross-district

#17 · Gadchirolicell 4750007746

distance 0.257 · cross-district

#18 · Chandrapurcell 4730008207

distance 0.257

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":4730003733}}}'

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.