Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007413

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007414

distance 0.157

#2 · Wardhacell 4980000921

distance 0.176 · cross-district

#3 · Chandrapurcell 4730008732

distance 0.179

#4 · Chandrapurcell 4730007345

distance 0.179

#5 · Nagpurcell 4840000253

distance 0.19 · cross-district

#6 · Chandrapurcell 4730006998

distance 0.198

#7 · Bhandaracell 4710000086

distance 0.201 · cross-district

#8 · Chandrapurcell 4730006666

distance 0.202

#9 · Chandrapurcell 4730009652

distance 0.203

#10 · Chandrapurcell 4730004998

distance 0.21

#11 · Wardhacell 4980000825

distance 0.212 · cross-district

#12 · Wardhacell 4980000282

distance 0.216 · cross-district

#13 · Chandrapurcell 4730007686

distance 0.217

#14 · Wardhacell 4980000592

distance 0.218 · cross-district

#15 · Wardhacell 4980001581

distance 0.219 · cross-district

#16 · Chandrapurcell 4730008050

distance 0.222

#17 · Wardhacell 4980001166

distance 0.223 · cross-district

#18 · Wardhacell 4980000798

distance 0.224 · 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":4730007413}}}'

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.