Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001935

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000986

distance 0.236

#2 · Bhandaracell 4710001234

distance 0.272

#3 · Bhandaracell 4710001022

distance 0.277

#4 · Bhandaracell 4710001056

distance 0.279

#5 · Gadchirolicell 4750012280

distance 0.294 · cross-district

#6 · Bhandaracell 4710000993

distance 0.295

#7 · Bhandaracell 4710000876

distance 0.301

#8 · Bhandaracell 4710001424

distance 0.304

#9 · Nagpurcell 4840005752

distance 0.323 · cross-district

#10 · Nagpurcell 4840008070

distance 0.324 · cross-district

#11 · Bhandaracell 4710001420

distance 0.326

#12 · Bhandaracell 4710001053

distance 0.327

#13 · Bhandaracell 4710001324

distance 0.33

#14 · Bhandaracell 4710001188

distance 0.33

#15 · Nagpurcell 4840004757

distance 0.331 · cross-district

#16 · Bhandaracell 4710001183

distance 0.337

#17 · Yavatmalcell 5000009576

distance 0.342 · cross-district

#18 · Bhandaracell 4710001193

distance 0.35

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":4710001935}}}'

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.