Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001005

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001843

distance 0.208

#2 · Bhandaracell 4710002386

distance 0.242

#3 · Nagpurcell 4840003976

distance 0.249 · cross-district

#4 · Bhandaracell 4710002478

distance 0.251

#5 · Bhandaracell 4710001955

distance 0.255

#6 · Bhandaracell 4710001613

distance 0.266

#7 · Bhandaracell 4710001367

distance 0.271

#8 · Bhandaracell 4710001899

distance 0.273

#9 · Bhandaracell 4710002718

distance 0.278

#10 · Nagpurcell 4840000763

distance 0.287 · cross-district

#11 · Bhandaracell 4710001305

distance 0.289

#12 · Nagpurcell 4840003977

distance 0.293 · cross-district

#13 · Bhandaracell 4710002773

distance 0.296

#14 · Bhandaracell 4710002802

distance 0.298

#15 · Bhandaracell 4710001038

distance 0.301

#16 · Bhandaracell 4710002832

distance 0.302

#17 · Yavatmalcell 5000007102

distance 0.303 · cross-district

#18 · Bhandaracell 4710002387

distance 0.305

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":4710001005}}}'

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.