Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002199

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002200

distance 0.213

#2 · Gondiacell 4760002199

distance 0.238 · cross-district

#3 · Gadchirolicell 4750012317

distance 0.253 · cross-district

#4 · Amravaticell 4680008243

distance 0.256 · cross-district

#5 · Gondiacell 4760002530

distance 0.272 · cross-district

#6 · Gondiacell 4760002869

distance 0.275 · cross-district

#7 · Bhandaracell 4710002566

distance 0.285

#8 · Bhandaracell 4710002196

distance 0.289

#9 · Bhandaracell 4710002592

distance 0.29

#10 · Gondiacell 4760002529

distance 0.299 · cross-district

#11 · Nagpurcell 4840001561

distance 0.302 · cross-district

#12 · Gondiacell 4760002118

distance 0.302 · cross-district

#13 · Gondiacell 4760002944

distance 0.309 · cross-district

#14 · Bhandaracell 4710001452

distance 0.31

#15 · Gondiacell 4760001909

distance 0.312 · cross-district

#16 · Gondiacell 4760003439

distance 0.313 · cross-district

#17 · Nagpurcell 4840008487

distance 0.315 · cross-district

#18 · Gondiacell 4760002867

distance 0.318 · 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":4710002199}}}'

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.