Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001617

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001621

distance 0.163

#2 · Chandrapurcell 4730002392

distance 0.186 · cross-district

#3 · Wardhacell 4980001456

distance 0.194 · cross-district

#4 · Wardhacell 4980003094

distance 0.198 · cross-district

#5 · Wardhacell 4980001641

distance 0.2 · cross-district

#6 · Jalgaoncell 4780005218

distance 0.206 · cross-district

#7 · Bhandaracell 4710002127

distance 0.21

#8 · Bhandaracell 4710002013

distance 0.211

#9 · Jalgaoncell 4780005091

distance 0.214 · cross-district

#10 · Gondiacell 4760003905

distance 0.214 · cross-district

#11 · Nagpurcell 4840001011

distance 0.214 · cross-district

#12 · Bhandaracell 4710001565

distance 0.215

#13 · Bhandaracell 4710001388

distance 0.218

#14 · Bhandaracell 4710001350

distance 0.218

#15 · Chandrapurcell 4730001879

distance 0.221 · cross-district

#16 · Wardhacell 4980002266

distance 0.226 · cross-district

#17 · Yavatmalcell 5000007864

distance 0.229 · cross-district

#18 · Nagpurcell 4840005207

distance 0.229 · 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":4710001617}}}'

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.