Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006972

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006859

distance 0.128

#2 · Bhandaracell 4710000783

distance 0.189 · cross-district

#3 · Chandrapurcell 4730005966

distance 0.202

#4 · Gondiacell 4760000352

distance 0.216 · cross-district

#5 · Chandrapurcell 4730008202

distance 0.224

#6 · Chandrapurcell 4730006747

distance 0.231

#7 · Chandrapurcell 4730005781

distance 0.231

#8 · Gondiacell 4760000216

distance 0.232 · cross-district

#9 · Bhandaracell 4710000742

distance 0.232 · cross-district

#10 · Bhandaracell 4710000206

distance 0.232 · cross-district

#11 · Chandrapurcell 4730004534

distance 0.234

#12 · Chandrapurcell 4730007198

distance 0.236

#13 · Gadchirolicell 4750010254

distance 0.237 · cross-district

#14 · Chandrapurcell 4730006236

distance 0.242

#15 · Gondiacell 4760000215

distance 0.242 · cross-district

#16 · Chandrapurcell 4730005672

distance 0.246

#17 · Chandrapurcell 4730005778

distance 0.246

#18 · Bhandaracell 4710000343

distance 0.248 · 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":4730006972}}}'

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.