Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004117

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001254

distance 0.257 · cross-district

#2 · Jalnacell 4790000054

distance 0.278 · cross-district

#3 · Beedcell 4700008947

distance 0.28 · cross-district

#4 · Laturcell 4810002508

distance 0.283 · cross-district

#5 · Nandedcell 4850008695

distance 0.283

#6 · Yavatmalcell 5000010272

distance 0.283 · cross-district

#7 · Ahmednagarcell 4660010253

distance 0.299 · cross-district

#8 · Ahmednagarcell 4660012532

distance 0.301 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000030

distance 0.303 · cross-district

#10 · Jalgaoncell 4780007311

distance 0.303 · cross-district

#11 · Beedcell 4700008667

distance 0.303 · cross-district

#12 · Beedcell 4700008543

distance 0.306 · cross-district

#13 · Yavatmalcell 5000001077

distance 0.308 · cross-district

#14 · Washimcell 4990000696

distance 0.308 · cross-district

#15 · Buldhanacell 4720001085

distance 0.309 · cross-district

#16 · Ahmednagarcell 4660014449

distance 0.315 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000123

distance 0.316 · cross-district

#18 · Nandedcell 4850001404

distance 0.321

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":4850004117}}}'

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.