Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001967

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002130

distance 0.142

#2 · Bhandaracell 4710002138

distance 0.183

#3 · Bhandaracell 4710002017

distance 0.274

#4 · Bhandaracell 4710001909

distance 0.286

#5 · Jalgaoncell 4780006059

distance 0.301 · cross-district

#6 · Bhandaracell 4710002128

distance 0.311

#7 · Bhandaracell 4710001955

distance 0.319

#8 · Jalgaoncell 4780006364

distance 0.32 · cross-district

#9 · Bhandaracell 4710002083

distance 0.322

#10 · Bhandaracell 4710001899

distance 0.322

#11 · Bhandaracell 4710002184

distance 0.323

#12 · Bhandaracell 4710002288

distance 0.324

#13 · Jalgaoncell 4780004175

distance 0.324 · cross-district

#14 · Nagpurcell 4840004157

distance 0.326 · cross-district

#15 · Jalgaoncell 4780005770

distance 0.327 · cross-district

#16 · Nagpurcell 4840004493

distance 0.329 · cross-district

#17 · Bhandaracell 4710001305

distance 0.33

#18 · Bhandaracell 4710002129

distance 0.332

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":4710001967}}}'

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.