Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000621

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.046

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000789

distance 0.046

#2 · Bhandaracell 4710000710

distance 0.089

#3 · Bhandaracell 4710000750

distance 0.098

#4 · Bhandaracell 4710000665

distance 0.1

#5 · Chandrapurcell 4730009605

distance 0.105 · cross-district

#6 · Bhandaracell 4710000669

distance 0.126

#7 · Bhandaracell 4710000668

distance 0.131

#8 · Bhandaracell 4710000790

distance 0.132

#9 · Bhandaracell 4710000536

distance 0.145

#10 · Chandrapurcell 4730009555

distance 0.146 · cross-district

#11 · Chandrapurcell 4730009730

distance 0.147 · cross-district

#12 · Bhandaracell 4710000788

distance 0.149

#13 · Bhandaracell 4710000326

distance 0.157

#14 · Bhandaracell 4710000636

distance 0.158

#15 · Bhandaracell 4710000624

distance 0.16

#16 · Chandrapurcell 4730009495

distance 0.164 · cross-district

#17 · Bhandaracell 4710000285

distance 0.167

#18 · Bhandaracell 4710000594

distance 0.169

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":4710000621}}}'

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.