Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003201

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

0.015

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007551

distance 0.015 · cross-district

#2 · Nagpurcell 4840007453

distance 0.017 · cross-district

#3 · Nagpurcell 4840007708

distance 0.021 · cross-district

#4 · Nagpurcell 4840007884

distance 0.022 · cross-district

#5 · Nagpurcell 4840007765

distance 0.025 · cross-district

#6 · Nagpurcell 4840007767

distance 0.026 · cross-district

#7 · Nagpurcell 4840007454

distance 0.028 · cross-district

#8 · Nagpurcell 4840007766

distance 0.036 · cross-district

#9 · Nagpurcell 4840007548

distance 0.036 · cross-district

#10 · Nagpurcell 4840007452

distance 0.038 · cross-district

#11 · Nagpurcell 4840007550

distance 0.043 · cross-district

#12 · Nagpurcell 4840007549

distance 0.051 · cross-district

#13 · Nagpurcell 4840008406

distance 0.052 · cross-district

#14 · Nagpurcell 4840008403

distance 0.055 · cross-district

#15 · Nagpurcell 4840008404

distance 0.062 · cross-district

#16 · Bhandaracell 4710003158

distance 0.069

#17 · Nagpurcell 4840008357

distance 0.077 · cross-district

#18 · Nagpurcell 4840008405

distance 0.078 · 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":4710003201}}}'

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.