Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000360

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

0.324

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000009933

distance 0.324 · cross-district

#2 · Wardhacell 4980000006

distance 0.347 · cross-district

#3 · Chandrapurcell 4730008118

distance 0.369 · cross-district

#4 · Chandrapurcell 4730009453

distance 0.375 · cross-district

#5 · Bhandaracell 4710001226

distance 0.378

#6 · Bhandaracell 4710002723

distance 0.384

#7 · Chandrapurcell 4730007455

distance 0.397 · cross-district

#8 · Chandrapurcell 4730009625

distance 0.4 · cross-district

#9 · Nagpurcell 4840002529

distance 0.403 · cross-district

#10 · Nagpurcell 4840002440

distance 0.406 · cross-district

#11 · Chandrapurcell 4730007692

distance 0.41 · cross-district

#12 · Gondiacell 4760001238

distance 0.413 · cross-district

#13 · Bhandaracell 4710000532

distance 0.416

#14 · Jalgaoncell 4780002108

distance 0.421 · cross-district

#15 · Bhandaracell 4710001325

distance 0.421

#16 · Bhandaracell 4710000448

distance 0.429

#17 · Gondiacell 4760001783

distance 0.432 · cross-district

#18 · Nagpurcell 4840003048

distance 0.433 · 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":4710000360}}}'

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.