Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000528

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000658

distance 0.139

#2 · Bhandaracell 4710000659

distance 0.139

#3 · Nagpurcell 4840001163

distance 0.163 · cross-district

#4 · Nagpurcell 4840001091

distance 0.188 · cross-district

#5 · Nagpurcell 4840001093

distance 0.191 · cross-district

#6 · Bhandaracell 4710000439

distance 0.198

#7 · Nagpurcell 4840000890

distance 0.199 · cross-district

#8 · Nagpurcell 4840000956

distance 0.201 · cross-district

#9 · Nagpurcell 4840000893

distance 0.211 · cross-district

#10 · Nagpurcell 4840001021

distance 0.213 · cross-district

#11 · Chandrapurcell 4730004723

distance 0.217 · cross-district

#12 · Nagpurcell 4840001236

distance 0.222 · cross-district

#13 · Nagpurcell 4840001233

distance 0.222 · cross-district

#14 · Bhandaracell 4710000527

distance 0.228

#15 · Nagpurcell 4840000869

distance 0.242 · cross-district

#16 · Chandrapurcell 4730004722

distance 0.243 · cross-district

#17 · Nagpurcell 4840001234

distance 0.243 · cross-district

#18 · Chandrapurcell 4730002340

distance 0.247 · 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":4710000528}}}'

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.