Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001190

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000993

distance 0.206

#2 · Gondiacell 4760002698

distance 0.239 · cross-district

#3 · Bhandaracell 4710001059

distance 0.242

#4 · Bhandaracell 4710002392

distance 0.264

#5 · Bhandaracell 4710001122

distance 0.271

#6 · Bhandaracell 4710001093

distance 0.272

#7 · Chandrapurcell 4730007283

distance 0.283 · cross-district

#8 · Gondiacell 4760003347

distance 0.297 · cross-district

#9 · Bhandaracell 4710001355

distance 0.299

#10 · Gondiacell 4760003727

distance 0.299 · cross-district

#11 · Wardhacell 4980002282

distance 0.303 · cross-district

#12 · Wardhacell 4980001484

distance 0.306 · cross-district

#13 · Amravaticell 4680002221

distance 0.308 · cross-district

#14 · Gondiacell 4760002616

distance 0.31 · cross-district

#15 · Beedcell 4700006417

distance 0.312 · cross-district

#16 · Bhandaracell 4710001282

distance 0.315

#17 · Chandrapurcell 4730007153

distance 0.316 · cross-district

#18 · Gondiacell 4760000735

distance 0.316 · 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":4710001190}}}'

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.