Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002598

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005894

distance 0.162 · cross-district

#2 · Nagpurcell 4840005769

distance 0.205 · cross-district

#3 · Gondiacell 4760002944

distance 0.21 · cross-district

#4 · Gondiacell 4760002956

distance 0.215 · cross-district

#5 · Nagpurcell 4840006375

distance 0.215 · cross-district

#6 · Gondiacell 4760003126

distance 0.217 · cross-district

#7 · Gondiacell 4760002529

distance 0.221 · cross-district

#8 · Bhandaracell 4710002654

distance 0.222

#9 · Gondiacell 4760001314

distance 0.228 · cross-district

#10 · Gondiacell 4760003042

distance 0.232 · cross-district

#11 · Gondiacell 4760003117

distance 0.233 · cross-district

#12 · Gondiacell 4760000963

distance 0.235 · cross-district

#13 · Bhandaracell 4710002592

distance 0.235

#14 · Gondiacell 4760003029

distance 0.237 · cross-district

#15 · Bhandaracell 4710002175

distance 0.237

#16 · Gondiacell 4760001786

distance 0.238 · cross-district

#17 · Gondiacell 4760001821

distance 0.242 · cross-district

#18 · Bhandaracell 4710003041

distance 0.245

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":4710002598}}}'

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.