Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000299

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000142

distance 0.19 · cross-district

#2 · Bhandaracell 4710000256

distance 0.196

#3 · Chandrapurcell 4730009315

distance 0.2 · cross-district

#4 · Nagpurcell 4840000063

distance 0.202 · cross-district

#5 · Wardhacell 4980003349

distance 0.202 · cross-district

#6 · Bhandaracell 4710000253

distance 0.204

#7 · Gondiacell 4760000240

distance 0.205 · cross-district

#8 · Chandrapurcell 4730008198

distance 0.205 · cross-district

#9 · Nagpurcell 4840000885

distance 0.207 · cross-district

#10 · Chandrapurcell 4730008197

distance 0.208 · cross-district

#11 · Chandrapurcell 4730008092

distance 0.209 · cross-district

#12 · Yavatmalcell 5000010026

distance 0.213 · cross-district

#13 · Nagpurcell 4840000965

distance 0.214 · cross-district

#14 · Wardhacell 4980000093

distance 0.216 · cross-district

#15 · Chandrapurcell 4730002514

distance 0.22 · cross-district

#16 · Bhandaracell 4710000351

distance 0.221

#17 · Gondiacell 4760003899

distance 0.222 · cross-district

#18 · Gondiacell 4760003892

distance 0.223 · 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":4710000299}}}'

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.