Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001909

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002017

distance 0.182

#2 · Bhandaracell 4710001305

distance 0.202

#3 · Bhandaracell 4710001449

distance 0.228

#4 · Bhandaracell 4710002025

distance 0.231

#5 · Bhandaracell 4710002130

distance 0.232

#6 · Bhandaracell 4710002139

distance 0.233

#7 · Bhandaracell 4710002138

distance 0.249

#8 · Bhandaracell 4710001613

distance 0.258

#9 · Bhandaracell 4710001745

distance 0.258

#10 · Bhandaracell 4710002336

distance 0.271

#11 · Nagpurcell 4840001076

distance 0.273 · cross-district

#12 · Jalgaoncell 4780004397

distance 0.286 · cross-district

#13 · Bhandaracell 4710001967

distance 0.286

#14 · Bhandaracell 4710001309

distance 0.286

#15 · Chandrapurcell 4730002327

distance 0.286 · cross-district

#16 · Bhandaracell 4710002576

distance 0.29

#17 · Bhandaracell 4710001469

distance 0.292

#18 · Bhandaracell 4710001307

distance 0.301

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":4710001909}}}'

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.