Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003003

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005636

distance 0.203 · cross-district

#2 · Bhandaracell 4710002929

distance 0.213

#3 · Nagpurcell 4840002745

distance 0.216 · cross-district

#4 · Bhandaracell 4710002060

distance 0.217

#5 · Nagpurcell 4840008308

distance 0.224 · cross-district

#6 · Bhandaracell 4710000972

distance 0.227

#7 · Nagpurcell 4840005616

distance 0.229 · cross-district

#8 · Nagpurcell 4840002742

distance 0.235 · cross-district

#9 · Bhandaracell 4710002063

distance 0.24

#10 · Chandrapurcell 4730007573

distance 0.247 · cross-district

#11 · Bhandaracell 4710002226

distance 0.249

#12 · Amravaticell 4680009014

distance 0.253 · cross-district

#13 · Nagpurcell 4840005999

distance 0.253 · cross-district

#14 · Nagpurcell 4840007346

distance 0.259 · cross-district

#15 · Wardhacell 4980000059

distance 0.261 · cross-district

#16 · Amravaticell 4680009395

distance 0.263 · cross-district

#17 · Nagpurcell 4840002840

distance 0.263 · cross-district

#18 · Nagpurcell 4840005105

distance 0.272 · 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":4710003003}}}'

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.