Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007412

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007410

distance 0.143

#2 · Chandrapurcell 4730008315

distance 0.156

#3 · Chandrapurcell 4730008395

distance 0.159

#4 · Chandrapurcell 4730006501

distance 0.18

#5 · Chandrapurcell 4730007855

distance 0.181

#6 · Wardhacell 4980000475

distance 0.19 · cross-district

#7 · Chandrapurcell 4730007955

distance 0.191

#8 · Chandrapurcell 4730007297

distance 0.193

#9 · Wardhacell 4980001097

distance 0.195 · cross-district

#10 · Chandrapurcell 4730007739

distance 0.196

#11 · Wardhacell 4980000305

distance 0.198 · cross-district

#12 · Wardhacell 4980000467

distance 0.204 · cross-district

#13 · Wardhacell 4980003294

distance 0.206 · cross-district

#14 · Chandrapurcell 4730008146

distance 0.207

#15 · Wardhacell 4980003400

distance 0.208 · cross-district

#16 · Chandrapurcell 4730007299

distance 0.209

#17 · Chandrapurcell 4730006732

distance 0.211

#18 · Wardhacell 4980000597

distance 0.211 · 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":4730007412}}}'

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.