Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000901

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000900

distance 0.227

#2 · Bhandaracell 4710002227

distance 0.228

#3 · Gondiacell 4760001821

distance 0.238 · cross-district

#4 · Bhandaracell 4710002175

distance 0.245

#5 · Bhandaracell 4710000831

distance 0.264

#6 · Bhandaracell 4710001823

distance 0.299

#7 · Gondiacell 4760001314

distance 0.304 · cross-district

#8 · Nagpurcell 4840004760

distance 0.308 · cross-district

#9 · Nagpurcell 4840004007

distance 0.311 · cross-district

#10 · Bhandaracell 4710003568

distance 0.313

#11 · Nagpurcell 4840006276

distance 0.318 · cross-district

#12 · Gondiacell 4760000136

distance 0.318 · cross-district

#13 · Bhandaracell 4710002003

distance 0.321

#14 · Bhandaracell 4710003463

distance 0.324

#15 · Yavatmalcell 5000007952

distance 0.324 · cross-district

#16 · Bhandaracell 4710001839

distance 0.326

#17 · Bhandaracell 4710002063

distance 0.33

#18 · Bhandaracell 4710000830

distance 0.331

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":4710000901}}}'

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.