Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001458

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

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001390

distance 0.271 · cross-district

#2 · Bhandaracell 4710001806

distance 0.289

#3 · Gondiacell 4760002395

distance 0.298 · cross-district

#4 · Bhandaracell 4710003601

distance 0.303

#5 · Bhandaracell 4710001814

distance 0.309

#6 · Nagpurcell 4840001472

distance 0.321 · cross-district

#7 · Bhandaracell 4710001049

distance 0.323

#8 · Bhandaracell 4710001172

distance 0.325

#9 · Yavatmalcell 5000006627

distance 0.328 · cross-district

#10 · Nagpurcell 4840000722

distance 0.33 · cross-district

#11 · Nagpurcell 4840004109

distance 0.332 · cross-district

#12 · Nagpurcell 4840000759

distance 0.335 · cross-district

#13 · Bhandaracell 4710001546

distance 0.34

#14 · Chandrapurcell 4730008281

distance 0.344 · cross-district

#15 · Nagpurcell 4840001123

distance 0.346 · cross-district

#16 · Bhandaracell 4710002394

distance 0.346

#17 · Wardhacell 4980003234

distance 0.347 · cross-district

#18 · Gondiacell 4760002695

distance 0.347 · 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":4710001458}}}'

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.