Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003557

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003409

distance 0.198

#2 · Nagpurcell 4840003040

distance 0.202 · cross-district

#3 · Bhandaracell 4710003554

distance 0.237

#4 · Bhandaracell 4710003614

distance 0.238

#5 · Bhandaracell 4710002951

distance 0.263

#6 · Bhandaracell 4710003049

distance 0.265

#7 · Bhandaracell 4710002883

distance 0.27

#8 · Bhandaracell 4710002942

distance 0.27

#9 · Bhandaracell 4710002916

distance 0.27

#10 · Gondiacell 4760003418

distance 0.271 · cross-district

#11 · Bhandaracell 4710003578

distance 0.275

#12 · Bhandaracell 4710002888

distance 0.283

#13 · Bhandaracell 4710001902

distance 0.283

#14 · Gondiacell 4760003492

distance 0.284 · cross-district

#15 · Bhandaracell 4710003491

distance 0.285

#16 · Bhandaracell 4710003180

distance 0.293

#17 · Amravaticell 4680009211

distance 0.297 · cross-district

#18 · Nagpurcell 4840003703

distance 0.297 · 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":4710003557}}}'

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.