Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000734

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000567

distance 0.111

#2 · Bhandaracell 4710000735

distance 0.138

#3 · Bhandaracell 4710000565

distance 0.189

#4 · Bhandaracell 4710000691

distance 0.202

#5 · Bhandaracell 4710000690

distance 0.23

#6 · Bhandaracell 4710001244

distance 0.277

#7 · Bhandaracell 4710001286

distance 0.28

#8 · Bhandaracell 4710000523

distance 0.283

#9 · Bhandaracell 4710000202

distance 0.285

#10 · Bhandaracell 4710000645

distance 0.287

#11 · Chandrapurcell 4730009012

distance 0.287 · cross-district

#12 · Bhandaracell 4710000524

distance 0.289

#13 · Bhandaracell 4710001246

distance 0.298

#14 · Yavatmalcell 5000003817

distance 0.303 · cross-district

#15 · Bhandaracell 4710001204

distance 0.308

#16 · Bhandaracell 4710001241

distance 0.309

#17 · Bhandaracell 4710000294

distance 0.33

#18 · Bhandaracell 4710000811

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":4710000734}}}'

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.