Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001523

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001679

distance 0.102

#2 · Bhandaracell 4710001427

distance 0.123

#3 · Bhandaracell 4710001426

distance 0.137

#4 · Bhandaracell 4710001670

distance 0.153

#5 · Bhandaracell 4710001836

distance 0.16

#6 · Bhandaracell 4710001914

distance 0.167

#7 · Gondiacell 4760004400

distance 0.184 · cross-district

#8 · Bhandaracell 4710001080

distance 0.184

#9 · Wardhacell 4980002262

distance 0.195 · cross-district

#10 · Gondiacell 4760003361

distance 0.195 · cross-district

#11 · Gondiacell 4760000977

distance 0.196 · cross-district

#12 · Yavatmalcell 5000010027

distance 0.198 · cross-district

#13 · Gondiacell 4760004187

distance 0.198 · cross-district

#14 · Gondiacell 4760003197

distance 0.198 · cross-district

#15 · Wardhacell 4980000729

distance 0.199 · cross-district

#16 · Chandrapurcell 4730005362

distance 0.2 · cross-district

#17 · Gondiacell 4760003288

distance 0.201 · cross-district

#18 · Gondiacell 4760003494

distance 0.203 · 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":4710001523}}}'

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.