Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001906

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006361

distance 0.299 · cross-district

#2 · Nagpurcell 4840002756

distance 0.301 · cross-district

#3 · Chandrapurcell 4730008006

distance 0.305 · cross-district

#4 · Bhandaracell 4710001612

distance 0.307

#5 · Nagpurcell 4840006258

distance 0.311 · cross-district

#6 · Nagpurcell 4840001830

distance 0.312 · cross-district

#7 · Bhandaracell 4710001855

distance 0.312

#8 · Gondiacell 4760002149

distance 0.314 · cross-district

#9 · Bhandaracell 4710003492

distance 0.314

#10 · Bhandaracell 4710002752

distance 0.321

#11 · Gondiacell 4760003397

distance 0.323 · cross-district

#12 · Jalgaoncell 4780006951

distance 0.324 · cross-district

#13 · Bhandaracell 4710002082

distance 0.327

#14 · Gondiacell 4760003837

distance 0.337 · cross-district

#15 · Bhandaracell 4710002283

distance 0.337

#16 · Wardhacell 4980000661

distance 0.338 · cross-district

#17 · Jalgaoncell 4780005922

distance 0.34 · cross-district

#18 · Solapurcell 4960002983

distance 0.341 · 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":4710001906}}}'

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.