Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003071

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

0.023

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003070

distance 0.023

#2 · Nagpurcell 4840007547

distance 0.031 · cross-district

#3 · Bhandaracell 4710003069

distance 0.035

#4 · Bhandaracell 4710003113

distance 0.041

#5 · Nagpurcell 4840007352

distance 0.047 · cross-district

#6 · Bhandaracell 4710003114

distance 0.058

#7 · Nagpurcell 4840007549

distance 0.06 · cross-district

#8 · Nagpurcell 4840007452

distance 0.067 · cross-district

#9 · Nagpurcell 4840007766

distance 0.069 · cross-district

#10 · Nagpurcell 4840007548

distance 0.071 · cross-district

#11 · Nagpurcell 4840007550

distance 0.074 · cross-district

#12 · Nagpurcell 4840007767

distance 0.076 · cross-district

#13 · Nagpurcell 4840007765

distance 0.08 · cross-district

#14 · Nagpurcell 4840007451

distance 0.087 · cross-district

#15 · Nagpurcell 4840007250

distance 0.089 · cross-district

#16 · Bhandaracell 4710003201

distance 0.094

#17 · Nagpurcell 4840007453

distance 0.095 · cross-district

#18 · Nagpurcell 4840007551

distance 0.1 · 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":4710003071}}}'

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.