Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002344

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.437

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001746

distance 0.437

#2 · Gadchirolicell 4750009899

distance 0.572 · cross-district

#3 · Dharashivcell 4880003994

distance 0.572 · cross-district

#4 · Gadchirolicell 4750008697

distance 0.6 · cross-district

#5 · Gadchirolicell 4750008886

distance 0.614 · cross-district

#6 · Gadchirolicell 4750008643

distance 0.622 · cross-district

#7 · Ahmednagarcell 4660011781

distance 0.627 · cross-district

#8 · Gadchirolicell 4750008361

distance 0.63 · cross-district

#9 · Ahmednagarcell 4660011622

distance 0.649 · cross-district

#10 · Nashikcell 4870001227

distance 0.654 · cross-district

#11 · Gadchirolicell 4750008699

distance 0.658 · cross-district

#12 · Gadchirolicell 4750008310

distance 0.663 · cross-district

#13 · Gadchirolicell 4750008007

distance 0.665 · cross-district

#14 · Gadchirolicell 4750007643

distance 0.67 · cross-district

#15 · Gadchirolicell 4750008529

distance 0.676 · cross-district

#16 · Gadchirolicell 4750009435

distance 0.679 · cross-district

#17 · Gadchirolicell 4750008249

distance 0.682 · cross-district

#18 · Gadchirolicell 4750008305

distance 0.686 · 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":4710002344}}}'

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.