Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000809

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000676

distance 0.16

#2 · Chandrapurcell 4730007572

distance 0.226 · cross-district

#3 · Chandrapurcell 4730009700

distance 0.232 · cross-district

#4 · Chandrapurcell 4730009543

distance 0.266 · cross-district

#5 · Chandrapurcell 4730008881

distance 0.276 · cross-district

#6 · Nagpurcell 4840001027

distance 0.277 · cross-district

#7 · Bhandaracell 4710000069

distance 0.277

#8 · Bhandaracell 4710000054

distance 0.293

#9 · Bhandaracell 4710000040

distance 0.295

#10 · Wardhacell 4980003167

distance 0.299 · cross-district

#11 · Chandrapurcell 4730003743

distance 0.3 · cross-district

#12 · Bhandaracell 4710000143

distance 0.3

#13 · Chandrapurcell 4730008087

distance 0.3 · cross-district

#14 · Chandrapurcell 4730009500

distance 0.302 · cross-district

#15 · Amravaticell 4680001324

distance 0.306 · cross-district

#16 · Gondiacell 4760003738

distance 0.307 · cross-district

#17 · Chandrapurcell 4730009654

distance 0.309 · cross-district

#18 · Chandrapurcell 4730009668

distance 0.31 · 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":4710000809}}}'

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.