Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009256

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000499

distance 0.182 · cross-district

#2 · Chandrapurcell 4730008207

distance 0.185

#3 · Bhandaracell 4710000257

distance 0.189 · cross-district

#4 · Chandrapurcell 4730008835

distance 0.198

#5 · Wardhacell 4980000870

distance 0.199 · cross-district

#6 · Wardhacell 4980000335

distance 0.202 · cross-district

#7 · Chandrapurcell 4730009122

distance 0.211

#8 · Chandrapurcell 4730009125

distance 0.213

#9 · Gondiacell 4760000980

distance 0.214 · cross-district

#10 · Chandrapurcell 4730006947

distance 0.215

#11 · Wardhacell 4980000567

distance 0.217 · cross-district

#12 · Gadchirolicell 4750008679

distance 0.221 · cross-district

#13 · Bhandaracell 4710000992

distance 0.223 · cross-district

#14 · Wardhacell 4980000123

distance 0.228 · cross-district

#15 · Chandrapurcell 4730008882

distance 0.229

#16 · Gadchirolicell 4750007746

distance 0.232 · cross-district

#17 · Chandrapurcell 4730002947

distance 0.234

#18 · Wardhacell 4980000451

distance 0.234 · 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":4730009256}}}'

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.