Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003469

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008264

distance 0.263 · cross-district

#2 · Bhandaracell 4710003427

distance 0.264

#3 · Nagpurcell 4840008080

distance 0.348 · cross-district

#4 · Nagpurcell 4840001403

distance 0.363 · cross-district

#5 · Bhandaracell 4710003497

distance 0.379

#6 · Nagpurcell 4840007611

distance 0.384 · cross-district

#7 · Bhandaracell 4710001288

distance 0.389

#8 · Nagpurcell 4840001487

distance 0.4 · cross-district

#9 · Chandrapurcell 4730006583

distance 0.401 · cross-district

#10 · Nagpurcell 4840001837

distance 0.401 · cross-district

#11 · Wardhacell 4980003439

distance 0.402 · cross-district

#12 · Nagpurcell 4840002117

distance 0.411 · cross-district

#13 · Nashikcell 4870009678

distance 0.414 · cross-district

#14 · Bhandaracell 4710003470

distance 0.417

#15 · Nagpurcell 4840008078

distance 0.418 · cross-district

#16 · Gondiacell 4760000654

distance 0.423 · cross-district

#17 · Gondiacell 4760000771

distance 0.428 · cross-district

#18 · Bhandaracell 4710001208

distance 0.428

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":4710003469}}}'

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.