Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005907

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004095

distance 0.168 · cross-district

#2 · Nagpurcell 4840000226

distance 0.192 · cross-district

#3 · Nagpurcell 4840003993

distance 0.205 · cross-district

#4 · Chandrapurcell 4730006132

distance 0.206

#5 · Nagpurcell 4840000374

distance 0.208 · cross-district

#6 · Nagpurcell 4840002920

distance 0.212 · cross-district

#7 · Nagpurcell 4840003016

distance 0.214 · cross-district

#8 · Nagpurcell 4840000848

distance 0.215 · cross-district

#9 · Nagpurcell 4840004302

distance 0.215 · cross-district

#10 · Nagpurcell 4840006592

distance 0.216 · cross-district

#11 · Yavatmalcell 5000007959

distance 0.217 · cross-district

#12 · Yavatmalcell 5000007701

distance 0.218 · cross-district

#13 · Yavatmalcell 5000006226

distance 0.221 · cross-district

#14 · Nagpurcell 4840002919

distance 0.225 · cross-district

#15 · Chandrapurcell 4730006366

distance 0.225

#16 · Nagpurcell 4840002729

distance 0.226 · cross-district

#17 · Nagpurcell 4840003306

distance 0.228 · cross-district

#18 · Nagpurcell 4840006238

distance 0.233 · 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":4730005907}}}'

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.