Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000023

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000055

distance 0.171

#2 · Bhandaracell 4710000010

distance 0.198

#3 · Chandrapurcell 4730005636

distance 0.227 · cross-district

#4 · Bhandaracell 4710000741

distance 0.241

#5 · Chandrapurcell 4730009082

distance 0.256 · cross-district

#6 · Bhandaracell 4710000024

distance 0.265

#7 · Chandrapurcell 4730006186

distance 0.273 · cross-district

#8 · Yavatmalcell 5000007536

distance 0.281 · cross-district

#9 · Bhandaracell 4710000059

distance 0.282

#10 · Bhandaracell 4710000813

distance 0.286

#11 · Yavatmalcell 5000006513

distance 0.3 · cross-district

#12 · Yavatmalcell 5000005941

distance 0.308 · cross-district

#13 · Yavatmalcell 5000006774

distance 0.319 · cross-district

#14 · Yavatmalcell 5000004947

distance 0.32 · cross-district

#15 · Yavatmalcell 5000004946

distance 0.32 · cross-district

#16 · Chandrapurcell 4730009693

distance 0.321 · cross-district

#17 · Chandrapurcell 4730006071

distance 0.329 · cross-district

#18 · Yavatmalcell 5000004772

distance 0.333 · 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":4710000023}}}'

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.