Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001835

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

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006027

distance 0.292 · cross-district

#2 · Nagpurcell 4840007136

distance 0.294 · cross-district

#3 · Nagpurcell 4840003901

distance 0.317 · cross-district

#4 · Yavatmalcell 5000007403

distance 0.325 · cross-district

#5 · Nagpurcell 4840003555

distance 0.33 · cross-district

#6 · Bhandaracell 4710000912

distance 0.333

#7 · Nagpurcell 4840005376

distance 0.334 · cross-district

#8 · Bhandaracell 4710001123

distance 0.34

#9 · Bhandaracell 4710001420

distance 0.347

#10 · Nagpurcell 4840006006

distance 0.348 · cross-district

#11 · Nagpurcell 4840005245

distance 0.348 · cross-district

#12 · Nagpurcell 4840004528

distance 0.35 · cross-district

#13 · Yavatmalcell 5000004589

distance 0.35 · cross-district

#14 · Nagpurcell 4840005373

distance 0.351 · cross-district

#15 · Chandrapurcell 4730009315

distance 0.354 · cross-district

#16 · Chandrapurcell 4730006822

distance 0.357 · cross-district

#17 · Nagpurcell 4840006279

distance 0.357 · cross-district

#18 · Bhandaracell 4710001675

distance 0.358

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":4710001835}}}'

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.