Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007532

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007304

distance 0.145

#2 · Chandrapurcell 4730007567

distance 0.157

#3 · Chandrapurcell 4730007892

distance 0.163

#4 · Chandrapurcell 4730007305

distance 0.172

#5 · Chandrapurcell 4730006042

distance 0.173

#6 · Yavatmalcell 5000007859

distance 0.184 · cross-district

#7 · Chandrapurcell 4730006772

distance 0.184

#8 · Bhandaracell 4710000166

distance 0.188 · cross-district

#9 · Chandrapurcell 4730006734

distance 0.188

#10 · Chandrapurcell 4730007419

distance 0.191

#11 · Chandrapurcell 4730007533

distance 0.193

#12 · Wardhacell 4980000926

distance 0.197 · cross-district

#13 · Chandrapurcell 4730007531

distance 0.199

#14 · Nagpurcell 4840000639

distance 0.202 · cross-district

#15 · Bhandaracell 4710000123

distance 0.202 · cross-district

#16 · Wardhacell 4980001298

distance 0.203 · cross-district

#17 · Chandrapurcell 4730006661

distance 0.204

#18 · Wardhacell 4980001396

distance 0.205 · 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":4730007532}}}'

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.