Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002071

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002854

distance 0.212

#2 · Nagpurcell 4840006013

distance 0.239 · cross-district

#3 · Bhandaracell 4710002073

distance 0.256

#4 · Bhandaracell 4710003612

distance 0.279

#5 · Bhandaracell 4710002070

distance 0.292

#6 · Nagpurcell 4840003464

distance 0.306 · cross-district

#7 · Nagpurcell 4840003803

distance 0.316 · cross-district

#8 · Nagpurcell 4840003800

distance 0.324 · cross-district

#9 · Nagpurcell 4840005888

distance 0.334 · cross-district

#10 · Nagpurcell 4840004975

distance 0.336 · cross-district

#11 · Bhandaracell 4710001912

distance 0.336

#12 · Nagpurcell 4840003585

distance 0.347 · cross-district

#13 · Bhandaracell 4710002125

distance 0.352

#14 · Bhandaracell 4710002074

distance 0.353

#15 · Nagpurcell 4840003204

distance 0.362 · cross-district

#16 · Bhandaracell 4710002913

distance 0.363

#17 · Nagpurcell 4840002241

distance 0.365 · cross-district

#18 · Nagpurcell 4840003758

distance 0.369 · 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":4710002071}}}'

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.