Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000124

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000080

distance 0.054

#2 · Bhandaracell 4710000164

distance 0.058

#3 · Bhandaracell 4710000121

distance 0.069

#4 · Bhandaracell 4710000123

distance 0.092

#5 · Bhandaracell 4710000081

distance 0.096

#6 · Bhandaracell 4710000170

distance 0.111

#7 · Nagpurcell 4840000290

distance 0.118 · cross-district

#8 · Chandrapurcell 4730008196

distance 0.12 · cross-district

#9 · Chandrapurcell 4730008103

distance 0.129 · cross-district

#10 · Gondiacell 4760001417

distance 0.131 · cross-district

#11 · Nagpurcell 4840000964

distance 0.131 · cross-district

#12 · Nagpurcell 4840001001

distance 0.136 · cross-district

#13 · Bhandaracell 4710000300

distance 0.139

#14 · Chandrapurcell 4730007466

distance 0.14 · cross-district

#15 · Bhandaracell 4710000128

distance 0.141

#16 · Chandrapurcell 4730008811

distance 0.141 · cross-district

#17 · Chandrapurcell 4730007910

distance 0.141 · cross-district

#18 · Chandrapurcell 4730009027

distance 0.142 · 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":4710000124}}}'

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.