Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001639

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002785

distance 0.169

#2 · Bhandaracell 4710002650

distance 0.172

#3 · Gondiacell 4760003350

distance 0.177 · cross-district

#4 · Nagpurcell 4840006154

distance 0.178 · cross-district

#5 · Gondiacell 4760001418

distance 0.187 · cross-district

#6 · Nagpurcell 4840005899

distance 0.198 · cross-district

#7 · Nagpurcell 4840001560

distance 0.201 · cross-district

#8 · Bhandaracell 4710002701

distance 0.206

#9 · Wardhacell 4980001844

distance 0.217 · cross-district

#10 · Bhandaracell 4710001689

distance 0.219

#11 · Nagpurcell 4840004007

distance 0.219 · cross-district

#12 · Gondiacell 4760003939

distance 0.222 · cross-district

#13 · Bhandaracell 4710003544

distance 0.231

#14 · Nagpurcell 4840004002

distance 0.232 · cross-district

#15 · Bhandaracell 4710001555

distance 0.236

#16 · Gondiacell 4760003139

distance 0.238 · cross-district

#17 · Wardhacell 4980002189

distance 0.239 · cross-district

#18 · Gondiacell 4760003792

distance 0.242 · 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":4710001639}}}'

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.