Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000784

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005904

distance 0.214 · cross-district

#2 · Bhandaracell 4710000782

distance 0.225

#3 · Chandrapurcell 4730007354

distance 0.232 · cross-district

#4 · Bhandaracell 4710001202

distance 0.234

#5 · Chandrapurcell 4730005903

distance 0.247 · cross-district

#6 · Bhandaracell 4710003384

distance 0.251

#7 · Chandrapurcell 4730007035

distance 0.267 · cross-district

#8 · Chandrapurcell 4730006696

distance 0.27 · cross-district

#9 · Nagpurcell 4840008203

distance 0.277 · cross-district

#10 · Yavatmalcell 5000005796

distance 0.278 · cross-district

#11 · Chandrapurcell 4730006921

distance 0.279 · cross-district

#12 · Bhandaracell 4710003428

distance 0.285

#13 · Gondiacell 4760000593

distance 0.285 · cross-district

#14 · Chandrapurcell 4730005449

distance 0.287 · cross-district

#15 · Bhandaracell 4710001210

distance 0.29

#16 · Nagpurcell 4840006396

distance 0.292 · cross-district

#17 · Chandrapurcell 4730005469

distance 0.299 · cross-district

#18 · Nagpurcell 4840001195

distance 0.301 · 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":4710000784}}}'

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.