Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000997

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000926

distance 0.198

#2 · Bhandaracell 4710000890

distance 0.213

#3 · Bhandaracell 4710000857

distance 0.219

#4 · Bhandaracell 4710000559

distance 0.226

#5 · Bhandaracell 4710000889

distance 0.237

#6 · Bhandaracell 4710000894

distance 0.247

#7 · Bhandaracell 4710001096

distance 0.269

#8 · Nagpurcell 4840001317

distance 0.335 · cross-district

#9 · Bhandaracell 4710001097

distance 0.353

#10 · Bhandaracell 4710000924

distance 0.356

#11 · Bhandaracell 4710000295

distance 0.357

#12 · Bhandaracell 4710001033

distance 0.36

#13 · Gondiacell 4760001598

distance 0.36 · cross-district

#14 · Hingolicell 4770003962

distance 0.36 · cross-district

#15 · Bhandaracell 4710001064

distance 0.374

#16 · Bhandaracell 4710001196

distance 0.374

#17 · Gondiacell 4760001562

distance 0.376 · cross-district

#18 · Bhandaracell 4710001127

distance 0.381

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":4710000997}}}'

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.