Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002012

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001959

distance 0.108

#2 · Bhandaracell 4710002013

distance 0.127

#3 · Bhandaracell 4710002127

distance 0.134

#4 · Bhandaracell 4710002009

distance 0.154

#5 · Bhandaracell 4710001565

distance 0.159

#6 · Bhandaracell 4710002830

distance 0.166

#7 · Bhandaracell 4710002859

distance 0.169

#8 · Nagpurcell 4840002942

distance 0.177 · cross-district

#9 · Bhandaracell 4710001621

distance 0.177

#10 · Gondiacell 4760000930

distance 0.191 · cross-district

#11 · Bhandaracell 4710001614

distance 0.193

#12 · Bhandaracell 4710001720

distance 0.193

#13 · Bhandaracell 4710001334

distance 0.194

#14 · Bhandaracell 4710003614

distance 0.196

#15 · Bhandaracell 4710002831

distance 0.201

#16 · Nagpurcell 4840002559

distance 0.204 · cross-district

#17 · Bhandaracell 4710002858

distance 0.207

#18 · Gondiacell 4760001095

distance 0.208 · 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":4710002012}}}'

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.