Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002953

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003527

distance 0.227

#2 · Bhandaracell 4710003598

distance 0.247

#3 · Bhandaracell 4710002341

distance 0.255

#4 · Gondiacell 4760003490

distance 0.26 · cross-district

#5 · Gondiacell 4760003535

distance 0.28 · cross-district

#6 · Gondiacell 4760002865

distance 0.28 · cross-district

#7 · Bhandaracell 4710001696

distance 0.282

#8 · Bhandaracell 4710002400

distance 0.284

#9 · Gondiacell 4760003762

distance 0.286 · cross-district

#10 · Bhandaracell 4710002084

distance 0.288

#11 · Bhandaracell 4710002241

distance 0.29

#12 · Nagpurcell 4840002657

distance 0.291 · cross-district

#13 · Bhandaracell 4710002295

distance 0.293

#14 · Bhandaracell 4710000996

distance 0.295

#15 · Gondiacell 4760002585

distance 0.296 · cross-district

#16 · Gondiacell 4760003129

distance 0.297 · cross-district

#17 · Gondiacell 4760004250

distance 0.3 · cross-district

#18 · Bhandaracell 4710001081

distance 0.304

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":4710002953}}}'

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.