Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001772

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001241

distance 0.109 · cross-district

#2 · Bhandaracell 4710001521

distance 0.111

#3 · Bhandaracell 4710001236

distance 0.122

#4 · Bhandaracell 4710000301

distance 0.136

#5 · Bhandaracell 4710001660

distance 0.138

#6 · Nagpurcell 4840000427

distance 0.139 · cross-district

#7 · Nagpurcell 4840000641

distance 0.142 · cross-district

#8 · Bhandaracell 4710001827

distance 0.145

#9 · Bhandaracell 4710001426

distance 0.147

#10 · Gondiacell 4760001782

distance 0.149 · cross-district

#11 · Gondiacell 4760001277

distance 0.152 · cross-district

#12 · Bhandaracell 4710000261

distance 0.157

#13 · Wardhacell 4980001579

distance 0.158 · cross-district

#14 · Bhandaracell 4710001524

distance 0.158

#15 · Gondiacell 4760000618

distance 0.159 · cross-district

#16 · Bhandaracell 4710001082

distance 0.16

#17 · Bhandaracell 4710001779

distance 0.16

#18 · Nagpurcell 4840000715

distance 0.161 · 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":4710001772}}}'

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.