Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001310

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002611

distance 0.143

#2 · Bhandaracell 4710000879

distance 0.151

#3 · Bhandaracell 4710001504

distance 0.179

#4 · Bhandaracell 4710002610

distance 0.185

#5 · Nagpurcell 4840003607

distance 0.19 · cross-district

#6 · Nagpurcell 4840003612

distance 0.19 · cross-district

#7 · Nagpurcell 4840003711

distance 0.193 · cross-district

#8 · Nagpurcell 4840002848

distance 0.194 · cross-district

#9 · Nagpurcell 4840004207

distance 0.196 · cross-district

#10 · Nagpurcell 4840004001

distance 0.196 · cross-district

#11 · Bhandaracell 4710002659

distance 0.199

#12 · Bhandaracell 4710001216

distance 0.199

#13 · Nagpurcell 4840005881

distance 0.199 · cross-district

#14 · Nagpurcell 4840003513

distance 0.201 · cross-district

#15 · Nagpurcell 4840003043

distance 0.201 · cross-district

#16 · Nagpurcell 4840001922

distance 0.201 · cross-district

#17 · Nagpurcell 4840003616

distance 0.205 · cross-district

#18 · Nagpurcell 4840001739

distance 0.209 · 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":4710001310}}}'

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.