Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003584

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

0.92

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 4710003609

distance 0.236

#2 · Bhandaracell 4710001751

distance 0.241

#3 · Bhandaracell 4710003601

distance 0.248

#4 · Bhandaracell 4710001900

distance 0.274

#5 · Bhandaracell 4710003291

distance 0.276

#6 · Nagpurcell 4840002550

distance 0.286 · cross-district

#7 · Gondiacell 4760003770

distance 0.292 · cross-district

#8 · Bhandaracell 4710003247

distance 0.294

#9 · Gondiacell 4760001848

distance 0.299 · cross-district

#10 · Gondiacell 4760003245

distance 0.306 · cross-district

#11 · Nagpurcell 4840005123

distance 0.309 · cross-district

#12 · Gondiacell 4760001274

distance 0.314 · cross-district

#13 · Bhandaracell 4710003582

distance 0.315

#14 · Gondiacell 4760003270

distance 0.318 · cross-district

#15 · Nagpurcell 4840004109

distance 0.321 · cross-district

#16 · Bhandaracell 4710003583

distance 0.321

#17 · Gondiacell 4760003249

distance 0.323 · cross-district

#18 · Gondiacell 4760003271

distance 0.332 · cross-district

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":4710003584}}}'

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.