Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003101

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003099

distance 0.278

#2 · Bhandaracell 4710003487

distance 0.309

#3 · Bhandaracell 4710001226

distance 0.315

#4 · Bhandaracell 4710002731

distance 0.319

#5 · Gondiacell 4760000923

distance 0.334 · cross-district

#6 · Bhandaracell 4710003618

distance 0.341

#7 · Bhandaracell 4710003028

distance 0.341

#8 · Gondiacell 4760001238

distance 0.346 · cross-district

#9 · Nagpurcell 4840003420

distance 0.356 · cross-district

#10 · Gondiacell 4760001038

distance 0.357 · cross-district

#11 · Nagpurcell 4840003419

distance 0.371 · cross-district

#12 · Bhandaracell 4710001886

distance 0.373

#13 · Bhandaracell 4710003540

distance 0.376

#14 · Bhandaracell 4710003234

distance 0.388

#15 · Bhandaracell 4710001624

distance 0.389

#16 · Bhandaracell 4710003571

distance 0.391

#17 · Bhandaracell 4710003607

distance 0.393

#18 · Bhandaracell 4710003587

distance 0.396

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":4710003101}}}'

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.