Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000003192

The MH-36 locality cells most similar to this Yavatmal 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003904

distance 0.099

#2 · Yavatmalcell 5000004437

distance 0.106

#3 · Yavatmalcell 5000006385

distance 0.11

#4 · Yavatmalcell 5000007297

distance 0.122

#5 · Yavatmalcell 5000007696

distance 0.122

#6 · Yavatmalcell 5000007429

distance 0.127

#7 · Yavatmalcell 5000006910

distance 0.136

#8 · Yavatmalcell 5000004258

distance 0.137

#9 · Yavatmalcell 5000007274

distance 0.139

#10 · Yavatmalcell 5000005942

distance 0.145

#11 · Yavatmalcell 5000008545

distance 0.147

#12 · Yavatmalcell 5000008084

distance 0.147

#13 · Yavatmalcell 5000007270

distance 0.149

#14 · Yavatmalcell 5000007557

distance 0.149

#15 · Yavatmalcell 5000007377

distance 0.151

#16 · Nagpurcell 4840000374

distance 0.153 · cross-district

#17 · Yavatmalcell 5000007506

distance 0.154

#18 · Chandrapurcell 4730006132

distance 0.155 · 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":500,"cluster_id":5000003192}}}'

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.