Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002920

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002954

distance 0.297

#2 · Nagpurcell 4840001566

distance 0.313 · cross-district

#3 · Amravaticell 4680008110

distance 0.336 · cross-district

#4 · Gondiacell 4760002089

distance 0.34 · cross-district

#5 · Bhandaracell 4710003410

distance 0.352

#6 · Bhandaracell 4710000967

distance 0.365

#7 · Parbhanicell 4890005291

distance 0.367 · cross-district

#8 · Palgharcell 6650000021

distance 0.368 · cross-district

#9 · Bhandaracell 4710002588

distance 0.369

#10 · Gondiacell 4760002183

distance 0.375 · cross-district

#11 · Gondiacell 4760002236

distance 0.378 · cross-district

#12 · Amravaticell 4680008445

distance 0.378 · cross-district

#13 · Bhandaracell 4710001211

distance 0.39

#14 · Nagpurcell 4840001929

distance 0.398 · cross-district

#15 · Bhandaracell 4710000932

distance 0.398

#16 · Bhandaracell 4710003453

distance 0.401

#17 · Bhandaracell 4710001167

distance 0.401

#18 · Gondiacell 4760004047

distance 0.402 · 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":4710002920}}}'

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.