Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009521

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001477

distance 0.177 · cross-district

#2 · Bhandaracell 4710001154

distance 0.181 · cross-district

#3 · Chandrapurcell 4730009466

distance 0.189

#4 · Bhandaracell 4710001232

distance 0.189 · cross-district

#5 · Gondiacell 4760000428

distance 0.199 · cross-district

#6 · Bhandaracell 4710001282

distance 0.201 · cross-district

#7 · Bhandaracell 4710001662

distance 0.211 · cross-district

#8 · Bhandaracell 4710001057

distance 0.215 · cross-district

#9 · Bhandaracell 4710001153

distance 0.217 · cross-district

#10 · Chandrapurcell 4730007460

distance 0.218

#11 · Bhandaracell 4710001059

distance 0.225 · cross-district

#12 · Nagpurcell 4840000114

distance 0.227 · cross-district

#13 · Chandrapurcell 4730009520

distance 0.229

#14 · Bhandaracell 4710001419

distance 0.23 · cross-district

#15 · Gondiacell 4760001198

distance 0.233 · cross-district

#16 · Gadchirolicell 4750011733

distance 0.234 · cross-district

#17 · Gadchirolicell 4750009794

distance 0.236 · cross-district

#18 · Gadchirolicell 4750009733

distance 0.238 · 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":4730009521}}}'

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.