Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002803

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008307

distance 0.248 · cross-district

#2 · Bhandaracell 4710002775

distance 0.26

#3 · Bhandaracell 4710002069

distance 0.271

#4 · Nagpurcell 4840003703

distance 0.277 · cross-district

#5 · Bhandaracell 4710002827

distance 0.289

#6 · Nagpurcell 4840007880

distance 0.289 · cross-district

#7 · Nagpurcell 4840004308

distance 0.299 · cross-district

#8 · Nagpurcell 4840006364

distance 0.299 · cross-district

#9 · Bhandaracell 4710001609

distance 0.3

#10 · Bhandaracell 4710002799

distance 0.302

#11 · Nagpurcell 4840004011

distance 0.303 · cross-district

#12 · Nagpurcell 4840003712

distance 0.304 · cross-district

#13 · Bhandaracell 4710001610

distance 0.305

#14 · Nagpurcell 4840003698

distance 0.307 · cross-district

#15 · Nagpurcell 4840007939

distance 0.309 · cross-district

#16 · Nagpurcell 4840008575

distance 0.31 · cross-district

#17 · Nagpurcell 4840003897

distance 0.314 · cross-district

#18 · Nagpurcell 4840004505

distance 0.317 · 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":4710002803}}}'

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.