Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003427

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001760

distance 0.184

#2 · Nandedcell 4850001153

distance 0.243

#3 · Dharashivcell 4880004969

distance 0.247 · cross-district

#4 · Nandedcell 4850004242

distance 0.262

#5 · Nandedcell 4850003607

distance 0.266

#6 · Washimcell 4990001455

distance 0.271 · cross-district

#7 · Nandedcell 4850008619

distance 0.281

#8 · Dharashivcell 4880003084

distance 0.301 · cross-district

#9 · Ahmednagarcell 4660012081

distance 0.302 · cross-district

#10 · Nandedcell 4850002239

distance 0.305

#11 · Nandedcell 4850002437

distance 0.308

#12 · Laturcell 4810001175

distance 0.316 · cross-district

#13 · Nagpurcell 4840007559

distance 0.316 · cross-district

#14 · Buldhanacell 4720002288

distance 0.317 · cross-district

#15 · Parbhanicell 4890000199

distance 0.32 · cross-district

#16 · Beedcell 4700006020

distance 0.329 · cross-district

#17 · Jalnacell 4790003056

distance 0.33 · cross-district

#18 · Dharashivcell 4880005736

distance 0.331 · 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":4850003427}}}'

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.