Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007228

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008843

distance 0.198

#2 · Chandrapurcell 4730009672

distance 0.207

#3 · Nandedcell 4850009041

distance 0.208 · cross-district

#4 · Chandrapurcell 4730003917

distance 0.208

#5 · Chandrapurcell 4730009230

distance 0.214

#6 · Chandrapurcell 4730006557

distance 0.219

#7 · Chandrapurcell 4730004873

distance 0.22

#8 · Buldhanacell 4720001088

distance 0.223 · cross-district

#9 · Chandrapurcell 4730007101

distance 0.223

#10 · Jalgaoncell 4780003807

distance 0.226 · cross-district

#11 · Bhandaracell 4710000155

distance 0.227 · cross-district

#12 · Wardhacell 4980000412

distance 0.227 · cross-district

#13 · Bhandaracell 4710000429

distance 0.231 · cross-district

#14 · Gondiacell 4760000633

distance 0.232 · cross-district

#15 · Chandrapurcell 4730007963

distance 0.233

#16 · Chandrapurcell 4730003661

distance 0.235

#17 · Bhandaracell 4710000246

distance 0.235 · cross-district

#18 · Beedcell 4700004990

distance 0.236 · 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":4730007228}}}'

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.