Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003187

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003535

distance 0.202

#2 · Bhandaracell 4710003521

distance 0.209

#3 · Bhandaracell 4710003232

distance 0.231

#4 · Bhandaracell 4710001225

distance 0.242

#5 · Bhandaracell 4710001050

distance 0.244

#6 · Bhandaracell 4710003411

distance 0.255

#7 · Bhandaracell 4710003142

distance 0.276

#8 · Bhandaracell 4710003498

distance 0.284

#9 · Bhandaracell 4710002219

distance 0.295

#10 · Bhandaracell 4710003276

distance 0.296

#11 · Bhandaracell 4710003536

distance 0.303

#12 · Bhandaracell 4710003471

distance 0.321

#13 · Bhandaracell 4710000984

distance 0.323

#14 · Bhandaracell 4710001327

distance 0.325

#15 · Bhandaracell 4710001145

distance 0.33

#16 · Bhandaracell 4710003487

distance 0.337

#17 · Bhandaracell 4710003518

distance 0.337

#18 · Bhandaracell 4710002218

distance 0.342

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":4710003187}}}'

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.