Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003935

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003751

distance 0.043

#2 · Chandrapurcell 4730003754

distance 0.054

#3 · Chandrapurcell 4730003844

distance 0.078

#4 · Chandrapurcell 4730003845

distance 0.08

#5 · Chandrapurcell 4730003669

distance 0.081

#6 · Chandrapurcell 4730003843

distance 0.095

#7 · Chandrapurcell 4730003755

distance 0.106

#8 · Chandrapurcell 4730003670

distance 0.109

#9 · Chandrapurcell 4730003668

distance 0.109

#10 · Gadchirolicell 4750008344

distance 0.115 · cross-district

#11 · Chandrapurcell 4730004112

distance 0.116

#12 · Gadchirolicell 4750008291

distance 0.117 · cross-district

#13 · Gadchirolicell 4750008343

distance 0.118 · cross-district

#14 · Chandrapurcell 4730004118

distance 0.119

#15 · Chandrapurcell 4730003934

distance 0.119

#16 · Gadchirolicell 4750008400

distance 0.12 · cross-district

#17 · Chandrapurcell 4730004117

distance 0.12

#18 · Chandrapurcell 4730003842

distance 0.12

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":4730003935}}}'

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.