Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004607

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004706

distance 0.168

#2 · Chandrapurcell 4730005079

distance 0.206

#3 · Yavatmalcell 5000009441

distance 0.207 · cross-district

#4 · Chandrapurcell 4730004983

distance 0.213

#5 · Gadchirolicell 4750009218

distance 0.218 · cross-district

#6 · Yavatmalcell 5000005977

distance 0.218 · cross-district

#7 · Yavatmalcell 5000007611

distance 0.221 · cross-district

#8 · Wardhacell 4980001251

distance 0.222 · cross-district

#9 · Gadchirolicell 4750010916

distance 0.226 · cross-district

#10 · Yavatmalcell 5000008119

distance 0.226 · cross-district

#11 · Buldhanacell 4720006521

distance 0.232 · cross-district

#12 · Yavatmalcell 5000008001

distance 0.234 · cross-district

#13 · Yavatmalcell 5000011078

distance 0.237 · cross-district

#14 · Gadchirolicell 4750009128

distance 0.237 · cross-district

#15 · Gadchirolicell 4750008056

distance 0.24 · cross-district

#16 · Chandrapurcell 4730007944

distance 0.24

#17 · Chandrapurcell 4730004984

distance 0.24

#18 · Gadchirolicell 4750009871

distance 0.241 · 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":4730004607}}}'

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.