Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001810

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001916

distance 0.187 · cross-district

#2 · Bhandaracell 4710001767

distance 0.241

#3 · Gondiacell 4760000805

distance 0.246 · cross-district

#4 · Gondiacell 4760002587

distance 0.26 · cross-district

#5 · Nagpurcell 4840006013

distance 0.269 · cross-district

#6 · Wardhacell 4980003288

distance 0.292 · cross-district

#7 · Gondiacell 4760002023

distance 0.302 · cross-district

#8 · Wardhacell 4980002493

distance 0.306 · cross-district

#9 · Bhandaracell 4710001705

distance 0.308

#10 · Nagpurcell 4840004611

distance 0.31 · cross-district

#11 · Nagpurcell 4840001917

distance 0.31 · cross-district

#12 · Gadchirolicell 4750009526

distance 0.314 · cross-district

#13 · Bhandaracell 4710002854

distance 0.323

#14 · Bhandaracell 4710001021

distance 0.326

#15 · Bhandaracell 4710001912

distance 0.326

#16 · Gondiacell 4760003304

distance 0.328 · cross-district

#17 · Nagpurcell 4840001551

distance 0.334 · cross-district

#18 · Gadchirolicell 4750009108

distance 0.334 · 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":4710001810}}}'

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.