Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006245

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006130

distance 0.061

#2 · Chandrapurcell 4730006246

distance 0.066

#3 · Chandrapurcell 4730006131

distance 0.074

#4 · Yavatmalcell 5000007699

distance 0.077 · cross-district

#5 · Chandrapurcell 4730005695

distance 0.086

#6 · Yavatmalcell 5000007691

distance 0.086 · cross-district

#7 · Yavatmalcell 5000007166

distance 0.089 · cross-district

#8 · Chandrapurcell 4730005921

distance 0.09

#9 · Yavatmalcell 5000007700

distance 0.094 · cross-district

#10 · Chandrapurcell 4730006360

distance 0.095

#11 · Yavatmalcell 5000007293

distance 0.096 · cross-district

#12 · Chandrapurcell 4730006367

distance 0.099

#13 · Chandrapurcell 4730006365

distance 0.1

#14 · Chandrapurcell 4730005920

distance 0.105

#15 · Yavatmalcell 5000007956

distance 0.108 · cross-district

#16 · Yavatmalcell 5000007421

distance 0.108 · cross-district

#17 · Nagpurcell 4840000473

distance 0.116 · cross-district

#18 · Yavatmalcell 5000007162

distance 0.121 · 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":4730006245}}}'

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.