Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009744

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009438

distance 0.186

#2 · Chandrapurcell 4730009556

distance 0.194

#3 · Chandrapurcell 4730009491

distance 0.197

#4 · Bhandaracell 4710000769

distance 0.203 · cross-district

#5 · Chandrapurcell 4730007660

distance 0.203

#6 · Bhandaracell 4710000761

distance 0.208 · cross-district

#7 · Bhandaracell 4710000554

distance 0.208 · cross-district

#8 · Bhandaracell 4710000578

distance 0.211 · cross-district

#9 · Chandrapurcell 4730009488

distance 0.215

#10 · Bhandaracell 4710000553

distance 0.217 · cross-district

#11 · Chandrapurcell 4730008093

distance 0.223

#12 · Chandrapurcell 4730009431

distance 0.225

#13 · Chandrapurcell 4730009613

distance 0.226

#14 · Bhandaracell 4710000226

distance 0.227 · cross-district

#15 · Chandrapurcell 4730009343

distance 0.232

#16 · Chandrapurcell 4730009163

distance 0.233

#17 · Chandrapurcell 4730009485

distance 0.233

#18 · Bhandaracell 4710000140

distance 0.233 · 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":4730009744}}}'

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.