Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001546

The MH-36 locality cells most similar to this Bhandara 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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002582

distance 0.165

#2 · Amravaticell 4680009293

distance 0.194 · cross-district

#3 · Gadchirolicell 4750012284

distance 0.221 · cross-district

#4 · Gondiacell 4760003894

distance 0.221 · cross-district

#5 · Amravaticell 4680009394

distance 0.229 · cross-district

#6 · Bhandaracell 4710002119

distance 0.23

#7 · Wardhacell 4980002733

distance 0.232 · cross-district

#8 · Nagpurcell 4840002295

distance 0.234 · cross-district

#9 · Amravaticell 4680008733

distance 0.24 · cross-district

#10 · Bhandaracell 4710002118

distance 0.24

#11 · Bhandaracell 4710003601

distance 0.246

#12 · Nagpurcell 4840004404

distance 0.25 · cross-district

#13 · Bhandaracell 4710003458

distance 0.253

#14 · Chandrapurcell 4730007693

distance 0.258 · cross-district

#15 · Nagpurcell 4840002291

distance 0.267 · cross-district

#16 · Gadchirolicell 4750012232

distance 0.268 · cross-district

#17 · Gondiacell 4760004175

distance 0.268 · cross-district

#18 · Gondiacell 4760001742

distance 0.27 · 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":471,"cluster_id":4710001546}}}'

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.