Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001733

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001984

distance 0.144

#2 · Chandrapurcell 4730001374

distance 0.155

#3 · Chandrapurcell 4730001650

distance 0.157

#4 · Chandrapurcell 4730002066

distance 0.16

#5 · Chandrapurcell 4730003077

distance 0.174

#6 · Chandrapurcell 4730001369

distance 0.178

#7 · Chandrapurcell 4730001819

distance 0.181

#8 · Gadchirolicell 4750006780

distance 0.184 · cross-district

#9 · Gadchirolicell 4750007672

distance 0.184 · cross-district

#10 · Chandrapurcell 4730002324

distance 0.19

#11 · Gadchirolicell 4750006560

distance 0.19 · cross-district

#12 · Gadchirolicell 4750007150

distance 0.191 · cross-district

#13 · Gadchirolicell 4750008108

distance 0.191 · cross-district

#14 · Yavatmalcell 5000004137

distance 0.192 · cross-district

#15 · Chandrapurcell 4730003417

distance 0.197

#16 · Chandrapurcell 4730003482

distance 0.197

#17 · Chandrapurcell 4730003144

distance 0.198

#18 · Gadchirolicell 4750007543

distance 0.199 · 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":4730001733}}}'

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.