Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006269

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008527

distance 0.142

#2 · Chandrapurcell 4730008449

distance 0.142

#3 · Chandrapurcell 4730008376

distance 0.142

#4 · Chandrapurcell 4730008294

distance 0.145

#5 · Chandrapurcell 4730008611

distance 0.147

#6 · Chandrapurcell 4730006723

distance 0.147

#7 · Chandrapurcell 4730006271

distance 0.149

#8 · Chandrapurcell 4730007356

distance 0.15

#9 · Yavatmalcell 5000004221

distance 0.153 · cross-district

#10 · Bhandaracell 4710001721

distance 0.156 · cross-district

#11 · Gadchirolicell 4750010000

distance 0.158 · cross-district

#12 · Yavatmalcell 5000005277

distance 0.16 · cross-district

#13 · Chandrapurcell 4730008442

distance 0.161

#14 · Chandrapurcell 4730008441

distance 0.163

#15 · Gondiacell 4760000111

distance 0.166 · cross-district

#16 · Yavatmalcell 5000008064

distance 0.166 · cross-district

#17 · Gadchirolicell 4750009800

distance 0.168 · cross-district

#18 · Bhandaracell 4710001717

distance 0.169 · 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":4730006269}}}'

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.