Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003331

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000986

distance 0.16 · cross-district

#2 · Bhandaracell 4710003419

distance 0.216

#3 · Bhandaracell 4710001670

distance 0.22

#4 · Gondiacell 4760000862

distance 0.231 · cross-district

#5 · Bhandaracell 4710001112

distance 0.236

#6 · Bhandaracell 4710001468

distance 0.237

#7 · Gondiacell 4760000869

distance 0.24 · cross-district

#8 · Bhandaracell 4710000985

distance 0.246

#9 · Bhandaracell 4710001773

distance 0.25

#10 · Bhandaracell 4710001120

distance 0.251

#11 · Bhandaracell 4710000884

distance 0.255

#12 · Bhandaracell 4710001372

distance 0.257

#13 · Bhandaracell 4710000885

distance 0.257

#14 · Gondiacell 4760000979

distance 0.261 · cross-district

#15 · Bhandaracell 4710001424

distance 0.265

#16 · Bhandaracell 4710001556

distance 0.268

#17 · Bhandaracell 4710000363

distance 0.273

#18 · Bhandaracell 4710003287

distance 0.273

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":4710003331}}}'

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.