Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000739

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000649

distance 0.122

#2 · Bhandaracell 4710000780

distance 0.124

#3 · Bhandaracell 4710000781

distance 0.138

#4 · Bhandaracell 4710000818

distance 0.141

#5 · Bhandaracell 4710000476

distance 0.146

#6 · Bhandaracell 4710000520

distance 0.146

#7 · Bhandaracell 4710000472

distance 0.151

#8 · Bhandaracell 4710000471

distance 0.151

#9 · Bhandaracell 4710000432

distance 0.156

#10 · Bhandaracell 4710000648

distance 0.157

#11 · Bhandaracell 4710000516

distance 0.161

#12 · Bhandaracell 4710000477

distance 0.164

#13 · Chandrapurcell 4730005967

distance 0.168 · cross-district

#14 · Bhandaracell 4710000604

distance 0.168

#15 · Bhandaracell 4710000563

distance 0.169

#16 · Bhandaracell 4710000342

distance 0.17

#17 · Bhandaracell 4710000562

distance 0.17

#18 · Bhandaracell 4710000203

distance 0.171

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":4710000739}}}'

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.