Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001003

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.48

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009197

distance 0.48 · cross-district

#2 · Nagpurcell 4840002302

distance 0.495 · cross-district

#3 · Gondiacell 4760003838

distance 0.506 · cross-district

#4 · Buldhanacell 4720003896

distance 0.509 · cross-district

#5 · Nagpurcell 4840006833

distance 0.51 · cross-district

#6 · Beedcell 4700000139

distance 0.513 · cross-district

#7 · Buldhanacell 4720001191

distance 0.529 · cross-district

#8 · Buldhanacell 4720005148

distance 0.547 · cross-district

#9 · Buldhanacell 4720001420

distance 0.549 · cross-district

#10 · Buldhanacell 4720001534

distance 0.556 · cross-district

#11 · Buldhanacell 4720001309

distance 0.565 · cross-district

#12 · Wardhacell 4980000754

distance 0.582 · cross-district

#13 · Chandrapurcell 4730005610

distance 0.59 · cross-district

#14 · Beedcell 4700004616

distance 0.592 · cross-district

#15 · Nandurbarcell 4860004976

distance 0.597 · cross-district

#16 · Solapurcell 4960011129

distance 0.602 · cross-district

#17 · Sataracell 4940003374

distance 0.617 · cross-district

#18 · Nagpurcell 4840008608

distance 0.622 · 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":4710001003}}}'

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.