Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001769

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001692

distance 0.127

#2 · Bhandaracell 4710003421

distance 0.137

#3 · Bhandaracell 4710001771

distance 0.138

#4 · Gondiacell 4760003562

distance 0.14 · cross-district

#5 · Bhandaracell 4710001817

distance 0.142

#6 · Bhandaracell 4710001437

distance 0.143

#7 · Gondiacell 4760001102

distance 0.145 · cross-district

#8 · Bhandaracell 4710001786

distance 0.147

#9 · Chandrapurcell 4730008602

distance 0.147 · cross-district

#10 · Gondiacell 4760000809

distance 0.15 · cross-district

#11 · Chandrapurcell 4730007909

distance 0.154 · cross-district

#12 · Gondiacell 4760001559

distance 0.154 · cross-district

#13 · Nagpurcell 4840000765

distance 0.154 · cross-district

#14 · Chandrapurcell 4730007459

distance 0.155 · cross-district

#15 · Bhandaracell 4710001464

distance 0.155

#16 · Bhandaracell 4710001770

distance 0.162

#17 · Chandrapurcell 4730008524

distance 0.162 · cross-district

#18 · Bhandaracell 4710001511

distance 0.162

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":4710001769}}}'

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.