Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006485

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007052

distance 0.132

#2 · Chandrapurcell 4730006600

distance 0.175

#3 · Yavatmalcell 5000005954

distance 0.177 · cross-district

#4 · Chandrapurcell 4730007046

distance 0.189

#5 · Chandrapurcell 4730006931

distance 0.202

#6 · Yavatmalcell 5000009805

distance 0.202 · cross-district

#7 · Chandrapurcell 4730006712

distance 0.216

#8 · Chandrapurcell 4730006594

distance 0.217

#9 · Yavatmalcell 5000006623

distance 0.219 · cross-district

#10 · Yavatmalcell 5000009802

distance 0.222 · cross-district

#11 · Gadchirolicell 4750011314

distance 0.228 · cross-district

#12 · Yavatmalcell 5000007034

distance 0.234 · cross-district

#13 · Yavatmalcell 5000007428

distance 0.237 · cross-district

#14 · Yavatmalcell 5000007138

distance 0.238 · cross-district

#15 · Bhandaracell 4710002870

distance 0.238 · cross-district

#16 · Gadchirolicell 4750011723

distance 0.239 · cross-district

#17 · Chandrapurcell 4730006937

distance 0.241

#18 · Chandrapurcell 4730006593

distance 0.241

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":4730006485}}}'

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.