Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003499

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003174

distance 0.173

#2 · Bhandaracell 4710003367

distance 0.212

#3 · Bhandaracell 4710003500

distance 0.215

#4 · Nagpurcell 4840002664

distance 0.215 · cross-district

#5 · Amravaticell 4680007455

distance 0.217 · cross-district

#6 · Amravaticell 4680007746

distance 0.219 · cross-district

#7 · Bhandaracell 4710003173

distance 0.228

#8 · Amravaticell 4680007456

distance 0.229 · cross-district

#9 · Bhandaracell 4710003171

distance 0.237

#10 · Amravaticell 4680007457

distance 0.239 · cross-district

#11 · Amravaticell 4680007744

distance 0.24 · cross-district

#12 · Bhandaracell 4710003320

distance 0.249

#13 · Amravaticell 4680007451

distance 0.25 · cross-district

#14 · Amravaticell 4680007601

distance 0.251 · cross-district

#15 · Bhandaracell 4710003219

distance 0.254

#16 · Amravaticell 4680009056

distance 0.255 · cross-district

#17 · Amravaticell 4680007602

distance 0.255 · cross-district

#18 · Amravaticell 4680009320

distance 0.257 · 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":4710003499}}}'

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.