Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003478

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003167

distance 0.072

#2 · Bhandaracell 4710003393

distance 0.073

#3 · Bhandaracell 4710003510

distance 0.078

#4 · Bhandaracell 4710003340

distance 0.088

#5 · Bhandaracell 4710003391

distance 0.093

#6 · Bhandaracell 4710003474

distance 0.093

#7 · Bhandaracell 4710003347

distance 0.098

#8 · Bhandaracell 4710003431

distance 0.103

#9 · Bhandaracell 4710003512

distance 0.109

#10 · Bhandaracell 4710003119

distance 0.114

#11 · Bhandaracell 4710003542

distance 0.117

#12 · Bhandaracell 4710003382

distance 0.12

#13 · Gondiacell 4760002092

distance 0.123 · cross-district

#14 · Gondiacell 4760002639

distance 0.124 · cross-district

#15 · Bhandaracell 4710003341

distance 0.132

#16 · Gondiacell 4760002049

distance 0.137 · cross-district

#17 · Nagpurcell 4840008140

distance 0.139 · cross-district

#18 · Bhandaracell 4710003513

distance 0.14

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":4710003478}}}'

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.