Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001157

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001013

distance 0.211

#2 · Nagpurcell 4840000874

distance 0.255 · cross-district

#3 · Nagpurcell 4840002207

distance 0.263 · cross-district

#4 · Gondiacell 4760001519

distance 0.271 · cross-district

#5 · Bhandaracell 4710001983

distance 0.272

#6 · Yavatmalcell 5000007857

distance 0.278 · cross-district

#7 · Bhandaracell 4710003243

distance 0.281

#8 · Bhandaracell 4710000211

distance 0.288

#9 · Bhandaracell 4710001795

distance 0.289

#10 · Gondiacell 4760004345

distance 0.291 · cross-district

#11 · Bhandaracell 4710000246

distance 0.291

#12 · Gondiacell 4760004308

distance 0.293 · cross-district

#13 · Gadchirolicell 4750011383

distance 0.294 · cross-district

#14 · Parbhanicell 4890001497

distance 0.298 · cross-district

#15 · Gondiacell 4760000808

distance 0.303 · cross-district

#16 · Chandrapurcell 4730008929

distance 0.304 · cross-district

#17 · Chandrapurcell 4730008795

distance 0.304 · cross-district

#18 · Bhandaracell 4710001838

distance 0.305

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":4710001157}}}'

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.