Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005857

The MH-36 locality cells most similar to this Nanded 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004115

distance 0.311

#2 · Chandrapurcell 4730003245

distance 0.318 · cross-district

#3 · Beedcell 4700000527

distance 0.325 · cross-district

#4 · Laturcell 4810005448

distance 0.341 · cross-district

#5 · Akolacell 4670002264

distance 0.362 · cross-district

#6 · Chandrapurcell 4730003380

distance 0.366 · cross-district

#7 · Akolacell 4670001568

distance 0.378 · cross-district

#8 · Beedcell 4700001185

distance 0.378 · cross-district

#9 · Chandrapurcell 4730003458

distance 0.384 · cross-district

#10 · Dhulecell 4740001085

distance 0.386 · cross-district

#11 · Nandedcell 4850004536

distance 0.387

#12 · Laturcell 4810003012

distance 0.389 · cross-district

#13 · Beedcell 4700008567

distance 0.395 · cross-district

#14 · Ahmednagarcell 4660012331

distance 0.401 · cross-district

#15 · Dhulecell 4740001149

distance 0.403 · cross-district

#16 · Nandedcell 4850005199

distance 0.408

#17 · Nandedcell 4850004599

distance 0.409

#18 · Yavatmalcell 5000001763

distance 0.411 · 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":485,"cluster_id":4850005857}}}'

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.