Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001621

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002013

distance 0.149

#2 · Bhandaracell 4710001565

distance 0.151

#3 · Bhandaracell 4710001617

distance 0.163

#4 · Bhandaracell 4710001419

distance 0.164

#5 · Bhandaracell 4710002127

distance 0.165

#6 · Nagpurcell 4840000653

distance 0.171 · cross-district

#7 · Gondiacell 4760000930

distance 0.171 · cross-district

#8 · Gondiacell 4760003905

distance 0.174 · cross-district

#9 · Bhandaracell 4710002012

distance 0.177

#10 · Gondiacell 4760001525

distance 0.186 · cross-district

#11 · Bhandaracell 4710001387

distance 0.19

#12 · Gondiacell 4760003431

distance 0.194 · cross-district

#13 · Gondiacell 4760001636

distance 0.197 · cross-district

#14 · Bhandaracell 4710001720

distance 0.198

#15 · Nagpurcell 4840002090

distance 0.198 · cross-district

#16 · Bhandaracell 4710001481

distance 0.2

#17 · Bhandaracell 4710001155

distance 0.201

#18 · Bhandaracell 4710001701

distance 0.201

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":4710001621}}}'

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.