Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001256

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004218

distance 0.15 · cross-district

#2 · Nagpurcell 4840004324

distance 0.24 · cross-district

#3 · Bhandaracell 4710003127

distance 0.247

#4 · Bhandaracell 4710002058

distance 0.266

#5 · Bhandaracell 4710001138

distance 0.268

#6 · Nagpurcell 4840006505

distance 0.28 · cross-district

#7 · Gondiacell 4760001481

distance 0.286 · cross-district

#8 · Bhandaracell 4710001104

distance 0.288

#9 · Bhandaracell 4710003130

distance 0.294

#10 · Nagpurcell 4840007942

distance 0.304 · cross-district

#11 · Nagpurcell 4840000855

distance 0.305 · cross-district

#12 · Bhandaracell 4710003036

distance 0.312

#13 · Nagpurcell 4840002941

distance 0.318 · cross-district

#14 · Nagpurcell 4840004217

distance 0.318 · cross-district

#15 · Bhandaracell 4710001212

distance 0.318

#16 · Bhandaracell 4710001480

distance 0.322

#17 · Bhandaracell 4710001853

distance 0.322

#18 · Bhandaracell 4710001315

distance 0.323

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":4710001256}}}'

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.