Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002290

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003048

distance 0.273 · cross-district

#2 · Gondiacell 4760002653

distance 0.282 · cross-district

#3 · Bhandaracell 4710001226

distance 0.298

#4 · Chandrapurcell 4730007692

distance 0.311 · cross-district

#5 · Gondiacell 4760002205

distance 0.318 · cross-district

#6 · Gondiacell 4760003695

distance 0.319 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007174

distance 0.32 · cross-district

#8 · Bhandaracell 4710001300

distance 0.326

#9 · Gondiacell 4760003683

distance 0.327 · cross-district

#10 · Gondiacell 4760001238

distance 0.327 · cross-district

#11 · Gondiacell 4760004266

distance 0.328 · cross-district

#12 · Amravaticell 4680009106

distance 0.333 · cross-district

#13 · Bhandaracell 4710002250

distance 0.334

#14 · Gondiacell 4760002180

distance 0.335 · cross-district

#15 · Jalgaoncell 4780004364

distance 0.337 · cross-district

#16 · Wardhacell 4980001655

distance 0.351 · cross-district

#17 · Bhandaracell 4710002484

distance 0.354

#18 · Bhandaracell 4710003290

distance 0.356

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":4710002290}}}'

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.