Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001733

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000924

distance 0.268

#2 · Gadchirolicell 4750009674

distance 0.298 · cross-district

#3 · Bhandaracell 4710001731

distance 0.304

#4 · Yavatmalcell 5000009695

distance 0.338 · cross-district

#5 · Chandrapurcell 4730008860

distance 0.342 · cross-district

#6 · Bhandaracell 4710000916

distance 0.344

#7 · Nagpurcell 4840005006

distance 0.348 · cross-district

#8 · Nagpurcell 4840001179

distance 0.349 · cross-district

#9 · Nagpurcell 4840001858

distance 0.351 · cross-district

#10 · Gondiacell 4760000344

distance 0.356 · cross-district

#11 · Gadchirolicell 4750010384

distance 0.366 · cross-district

#12 · Wardhacell 4980002939

distance 0.376 · cross-district

#13 · Nagpurcell 4840005242

distance 0.376 · cross-district

#14 · Yavatmalcell 5000005931

distance 0.381 · cross-district

#15 · Gondiacell 4760001143

distance 0.387 · cross-district

#16 · Bhandaracell 4710003609

distance 0.388

#17 · Gadchirolicell 4750012436

distance 0.392 · cross-district

#18 · Wardhacell 4980002466

distance 0.394 · 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":4710001733}}}'

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.