Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001625

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001942

distance 0.182

#2 · Bhandaracell 4710001572

distance 0.198

#3 · Gondiacell 4760001708

distance 0.199 · cross-district

#4 · Nagpurcell 4840006257

distance 0.204 · cross-district

#5 · Gondiacell 4760001560

distance 0.206 · cross-district

#6 · Bhandaracell 4710001626

distance 0.209

#7 · Gondiacell 4760000981

distance 0.21 · cross-district

#8 · Bhandaracell 4710001462

distance 0.213

#9 · Bhandaracell 4710001941

distance 0.218

#10 · Bhandaracell 4710002898

distance 0.222

#11 · Bhandaracell 4710002426

distance 0.222

#12 · Nagpurcell 4840006380

distance 0.228 · cross-district

#13 · Bhandaracell 4710001437

distance 0.23

#14 · Bhandaracell 4710001571

distance 0.237

#15 · Nagpurcell 4840004539

distance 0.238 · cross-district

#16 · Bhandaracell 4710001418

distance 0.238

#17 · Bhandaracell 4710001786

distance 0.238

#18 · Chandrapurcell 4730009162

distance 0.241 · 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":4710001625}}}'

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.