Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002811

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002956

distance 0.092

#2 · Nagpurcell 4840004634

distance 0.139 · cross-district

#3 · Nagpurcell 4840005890

distance 0.149 · cross-district

#4 · Bhandaracell 4710002649

distance 0.153

#5 · Nagpurcell 4840004868

distance 0.154 · cross-district

#6 · Bhandaracell 4710002812

distance 0.155

#7 · Nagpurcell 4840005128

distance 0.156 · cross-district

#8 · Nagpurcell 4840005764

distance 0.158 · cross-district

#9 · Nagpurcell 4840005634

distance 0.159 · cross-district

#10 · Nagpurcell 4840004751

distance 0.159 · cross-district

#11 · Nagpurcell 4840005503

distance 0.161 · cross-district

#12 · Nagpurcell 4840001923

distance 0.166 · cross-district

#13 · Nagpurcell 4840005501

distance 0.166 · cross-district

#14 · Bhandaracell 4710002863

distance 0.166

#15 · Bhandaracell 4710002700

distance 0.167

#16 · Bhandaracell 4710001953

distance 0.17

#17 · Nagpurcell 4840004750

distance 0.171 · cross-district

#18 · Nagpurcell 4840004635

distance 0.173 · 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":4710002811}}}'

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.