Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001806

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000916

distance 0.237

#2 · Bhandaracell 4710002394

distance 0.254

#3 · Bhandaracell 4710001049

distance 0.279

#4 · Bhandaracell 4710001458

distance 0.289

#5 · Wardhacell 4980001750

distance 0.289 · cross-district

#6 · Gondiacell 4760002006

distance 0.29 · cross-district

#7 · Nagpurcell 4840000937

distance 0.295 · cross-district

#8 · Bhandaracell 4710001751

distance 0.3

#9 · Bhandaracell 4710001764

distance 0.305

#10 · Nagpurcell 4840000496

distance 0.306 · cross-district

#11 · Gondiacell 4760002201

distance 0.307 · cross-district

#12 · Gondiacell 4760003226

distance 0.326 · cross-district

#13 · Bhandaracell 4710003583

distance 0.326

#14 · Gondiacell 4760001274

distance 0.328 · cross-district

#15 · Nagpurcell 4840000722

distance 0.332 · cross-district

#16 · Amravaticell 4680009032

distance 0.332 · cross-district

#17 · Gondiacell 4760003179

distance 0.336 · cross-district

#18 · Amravaticell 4680008442

distance 0.337 · 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":4710001806}}}'

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.