Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001597

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002132

distance 0.215

#2 · Buldhanacell 4720000641

distance 0.241 · cross-district

#3 · Hingolicell 4770000398

distance 0.251 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002016

distance 0.253 · cross-district

#5 · Laturcell 4810002696

distance 0.255 · cross-district

#6 · Beedcell 4700007681

distance 0.259 · cross-district

#7 · Nandedcell 4850002290

distance 0.264

#8 · Hingolicell 4770000252

distance 0.27 · cross-district

#9 · Jalnacell 4790003472

distance 0.271 · cross-district

#10 · Ahmednagarcell 4660009411

distance 0.271 · cross-district

#11 · Parbhanicell 4890003856

distance 0.275 · cross-district

#12 · Beedcell 4700004811

distance 0.277 · cross-district

#13 · Beedcell 4700001025

distance 0.278 · cross-district

#14 · Washimcell 4990002432

distance 0.281 · cross-district

#15 · Beedcell 4700004923

distance 0.283 · cross-district

#16 · Ahmednagarcell 4660011215

distance 0.283 · cross-district

#17 · Washimcell 4990001506

distance 0.284 · cross-district

#18 · Buldhanacell 4720002298

distance 0.286 · 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":4850001597}}}'

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.