Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001606

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000828

distance 0.276

#2 · Amravaticell 4680009385

distance 0.323 · cross-district

#3 · Nagpurcell 4840000604

distance 0.357 · cross-district

#4 · Wardhacell 4980000807

distance 0.369 · cross-district

#5 · Wardhacell 4980002565

distance 0.387 · cross-district

#6 · Nagpurcell 4840005577

distance 0.394 · cross-district

#7 · Nagpurcell 4840006680

distance 0.396 · cross-district

#8 · Yavatmalcell 5000010241

distance 0.401 · cross-district

#9 · Chandrapurcell 4730001928

distance 0.405 · cross-district

#10 · Nagpurcell 4840004584

distance 0.416 · cross-district

#11 · Beedcell 4700001343

distance 0.416 · cross-district

#12 · Solapurcell 4960002996

distance 0.416 · cross-district

#13 · Yavatmalcell 5000002787

distance 0.417 · cross-district

#14 · Nagpurcell 4840006480

distance 0.418 · cross-district

#15 · Gondiacell 4760003810

distance 0.421 · cross-district

#16 · Buldhanacell 4720005427

distance 0.43 · cross-district

#17 · Nagpurcell 4840006459

distance 0.431 · cross-district

#18 · Bhandaracell 4710002024

distance 0.431

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":4710001606}}}'

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.